From e0900f02d246ee402b44a10368016f8a93b9bc40 Mon Sep 17 00:00:00 2001
From: Michal Derdak <michalderdak@gmail.com>
Date: Mon, 6 Jan 2025 15:01:58 +0100
Subject: [PATCH 1/4] Update model_registry.proto

---
 proto/asgt/modelregistry/v1/model_registry.proto | 1 +
 1 file changed, 1 insertion(+)

diff --git a/proto/asgt/modelregistry/v1/model_registry.proto b/proto/asgt/modelregistry/v1/model_registry.proto
index c0512aa9..fb263d31 100644
--- a/proto/asgt/modelregistry/v1/model_registry.proto
+++ b/proto/asgt/modelregistry/v1/model_registry.proto
@@ -36,6 +36,7 @@ message RegisterModelRequest {
   asgt.type.TrainStatistics train_statistics = 7;
   asgt.type.DatasetStatistics dataset_statistics = 8;
   map<string, asgt.type.ConfidenceThresholds> target_to_confidence_thresholds = 10;
+  map<string, asgt.type.ConfidenceThresholds> tail_target_to_confidence_thresholds = 11;
   string metric_version = 11;
 }
 

From ee16a9e8fb17e0f157edfa90959147f1e0fd9e93 Mon Sep 17 00:00:00 2001
From: Michal Derdak <michalderdak@gmail.com>
Date: Mon, 6 Jan 2025 15:03:27 +0100
Subject: [PATCH 2/4] Update model_registry.proto

---
 proto/asgt/modelregistry/v1/model_registry.proto | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/proto/asgt/modelregistry/v1/model_registry.proto b/proto/asgt/modelregistry/v1/model_registry.proto
index fb263d31..bcb92f2d 100644
--- a/proto/asgt/modelregistry/v1/model_registry.proto
+++ b/proto/asgt/modelregistry/v1/model_registry.proto
@@ -36,8 +36,8 @@ message RegisterModelRequest {
   asgt.type.TrainStatistics train_statistics = 7;
   asgt.type.DatasetStatistics dataset_statistics = 8;
   map<string, asgt.type.ConfidenceThresholds> target_to_confidence_thresholds = 10;
-  map<string, asgt.type.ConfidenceThresholds> tail_target_to_confidence_thresholds = 11;
   string metric_version = 11;
+  map<string, asgt.type.ConfidenceThresholds> tail_target_to_confidence_thresholds = 12;
 }
 
 //message DeleteModelRequest {

From 4d43f41d4636fbc7dffd5b0463c8e03f688166f9 Mon Sep 17 00:00:00 2001
From: Michal Derdak <michalderdak@gmail.com>
Date: Mon, 6 Jan 2025 15:04:48 +0100
Subject: [PATCH 3/4] Update Makefile

---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 390421e1..c6df70fe 100644
--- a/Makefile
+++ b/Makefile
@@ -81,7 +81,7 @@ docker:
 	@rm -rf gen
 	
 #	run the code generation in docker and copy files to local directory in the end
-	docker build --progress plain --build-arg BUF_TOKEN=$$BUF_TOKEN -t vmlapis .
+	docker build --platform=linux/amd64 --progress plain --build-arg BUF_TOKEN=$$BUF_TOKEN -t vmlapis .
 	DOCKERID=$$(docker create vmlapis) ;\
 	docker cp $$DOCKERID:/app/gen ./ ;\
 	docker rm $$DOCKERID

From 274ad03a16ffa3e1fdd36a983353913816592ad3 Mon Sep 17 00:00:00 2001
From: Michal Derdak <michalderdak@gmail.com>
Date: Mon, 6 Jan 2025 15:07:31 +0100
Subject: [PATCH 4/4] gen

---
 .../Asgt/Modelregistry/V1/ModelRegistry.cs    |  78 ++++--
 .../modelregistry/v1/model_registry.pb.go     | 217 ++++++++-------
 .../modelregistry/v1/ModelRegistryProto.java  |  64 +++--
 .../v1/RegisterModelRequest.java              | 251 ++++++++++++++++++
 .../v1/RegisterModelRequestOrBuilder.java     |  34 +++
 .../modelregistry/v1/model_registry_pb.d.ts   |   4 +
 .../modelregistry/v1/model_registry_pb.js     |  36 ++-
 .../modelregistry/v1/model_registry_pb2.py    |  28 +-
 .../modelregistry/v1/model_registry_pb2.pyi   |  13 +-
 9 files changed, 570 insertions(+), 155 deletions(-)

diff --git a/gen/csharp/Asgt/Modelregistry/V1/ModelRegistry.cs b/gen/csharp/Asgt/Modelregistry/V1/ModelRegistry.cs
index 34f75d45..12c59312 100644
--- a/gen/csharp/Asgt/Modelregistry/V1/ModelRegistry.cs
+++ b/gen/csharp/Asgt/Modelregistry/V1/ModelRegistry.cs
@@ -30,7 +30,7 @@ static ModelRegistryReflection() {
             "dHlwZS9tb2RlbC5wcm90bxoaYXNndC90eXBlL3ByZWRpY3Rpb24ucHJvdG8a",
             "GGFzZ3QvdHlwZS9yZXZpc2lvbi5wcm90bxoeYXNndC90eXBlL3RhcmdldF9t",
             "ZXRyaWNzLnByb3RvGiBhc2d0L3R5cGUvdHJhaW5fc3RhdGlzdGljcy5wcm90",
-            "bxobZ29vZ2xlL3Byb3RvYnVmL2VtcHR5LnByb3RvIvAGChRSZWdpc3Rlck1v",
+            "bxobZ29vZ2xlL3Byb3RvYnVmL2VtcHR5LnByb3RvIooJChRSZWdpc3Rlck1v",
             "ZGVsUmVxdWVzdBIsCgdkYXRhc2V0GAEgASgLMhIuYXNndC50eXBlLkRhdGFz",
             "ZXRSB2RhdGFzZXQSLwoIcmV2aXNpb24YAiABKAsyEy5hc2d0LnR5cGUuUmV2",
             "aXNpb25SCHJldmlzaW9uEiMKDW1vZGVsX3ZlcnNpb24YAyABKANSDG1vZGVs",
@@ -46,31 +46,37 @@ static ModelRegistryReflection() {
             "Mk0uYXNndC5tb2RlbHJlZ2lzdHJ5LnYxLlJlZ2lzdGVyTW9kZWxSZXF1ZXN0",
             "LlRhcmdldFRvQ29uZmlkZW5jZVRocmVzaG9sZHNFbnRyeVIcdGFyZ2V0VG9D",
             "b25maWRlbmNlVGhyZXNob2xkcxIlCg5tZXRyaWNfdmVyc2lvbhgLIAEoCVIN",
-            "bWV0cmljVmVyc2lvbho6CgxNZXRyaWNzRW50cnkSEAoDa2V5GAEgASgJUgNr",
-            "ZXkSFAoFdmFsdWUYAiABKAVSBXZhbHVlOgI4ARpwCiFUYXJnZXRUb0NvbmZp",
-            "ZGVuY2VUaHJlc2hvbGRzRW50cnkSEAoDa2V5GAEgASgJUgNrZXkSNQoFdmFs",
-            "dWUYAiABKAsyHy5hc2d0LnR5cGUuQ29uZmlkZW5jZVRocmVzaG9sZHNSBXZh",
-            "bHVlOgI4AUoECAkQCiJGChZHZXRDdXJyZW50TW9kZWxSZXF1ZXN0EiwKB2Rh",
-            "dGFzZXQYASABKAsyEi5hc2d0LnR5cGUuRGF0YXNldFIHZGF0YXNldCJBChdH",
-            "ZXRDdXJyZW50TW9kZWxSZXNwb25zZRImCgVtb2RlbBgBIAEoCzIQLmFzZ3Qu",
-            "dHlwZS5Nb2RlbFIFbW9kZWwyzQIKDU1vZGVsUmVnaXN0cnkSVAoNUmVnaXN0",
-            "ZXJNb2RlbBIrLmFzZ3QubW9kZWxyZWdpc3RyeS52MS5SZWdpc3Rlck1vZGVs",
-            "UmVxdWVzdBoWLmdvb2dsZS5wcm90b2J1Zi5FbXB0eRJwCg9HZXRDdXJyZW50",
-            "TW9kZWwSLS5hc2d0Lm1vZGVscmVnaXN0cnkudjEuR2V0Q3VycmVudE1vZGVs",
-            "UmVxdWVzdBouLmFzZ3QubW9kZWxyZWdpc3RyeS52MS5HZXRDdXJyZW50TW9k",
-            "ZWxSZXNwb25zZRJ0ChNHZXRDdXJyZW50RnVsbE1vZGVsEi0uYXNndC5tb2Rl",
-            "bHJlZ2lzdHJ5LnYxLkdldEN1cnJlbnRNb2RlbFJlcXVlc3QaLi5hc2d0Lm1v",
-            "ZGVscmVnaXN0cnkudjEuR2V0Q3VycmVudE1vZGVsUmVzcG9uc2VC8wEKHmFp",
-            "LnZpc21hLmFzZ3QubW9kZWxyZWdpc3RyeS52MUISTW9kZWxSZWdpc3RyeVBy",
-            "b3RvUAFaR2dpdGh1Yi5jb20vZS1jb25vbWljL3ZtbGFwaXMvZ2VuL2dvL2Fz",
-            "Z3QvbW9kZWxyZWdpc3RyeS92MTttb2RlbHJlZ2lzdHJ5ogIDQU1YqgIVQXNn",
-            "dC5Nb2RlbHJlZ2lzdHJ5LlYxygIVQXNndFxNb2RlbHJlZ2lzdHJ5XFYx4gIh",
-            "QXNndFxNb2RlbHJlZ2lzdHJ5XFYxXEdQQk1ldGFkYXRh6gIXQXNndDo6TW9k",
-            "ZWxyZWdpc3RyeTo6VjFiBnByb3RvMw=="));
+            "bWV0cmljVmVyc2lvbhKhAQokdGFpbF90YXJnZXRfdG9fY29uZmlkZW5jZV90",
+            "aHJlc2hvbGRzGAwgAygLMlEuYXNndC5tb2RlbHJlZ2lzdHJ5LnYxLlJlZ2lz",
+            "dGVyTW9kZWxSZXF1ZXN0LlRhaWxUYXJnZXRUb0NvbmZpZGVuY2VUaHJlc2hv",
+            "bGRzRW50cnlSIHRhaWxUYXJnZXRUb0NvbmZpZGVuY2VUaHJlc2hvbGRzGjoK",
+            "DE1ldHJpY3NFbnRyeRIQCgNrZXkYASABKAlSA2tleRIUCgV2YWx1ZRgCIAEo",
+            "BVIFdmFsdWU6AjgBGnAKIVRhcmdldFRvQ29uZmlkZW5jZVRocmVzaG9sZHNF",
+            "bnRyeRIQCgNrZXkYASABKAlSA2tleRI1CgV2YWx1ZRgCIAEoCzIfLmFzZ3Qu",
+            "dHlwZS5Db25maWRlbmNlVGhyZXNob2xkc1IFdmFsdWU6AjgBGnQKJVRhaWxU",
+            "YXJnZXRUb0NvbmZpZGVuY2VUaHJlc2hvbGRzRW50cnkSEAoDa2V5GAEgASgJ",
+            "UgNrZXkSNQoFdmFsdWUYAiABKAsyHy5hc2d0LnR5cGUuQ29uZmlkZW5jZVRo",
+            "cmVzaG9sZHNSBXZhbHVlOgI4AUoECAkQCiJGChZHZXRDdXJyZW50TW9kZWxS",
+            "ZXF1ZXN0EiwKB2RhdGFzZXQYASABKAsyEi5hc2d0LnR5cGUuRGF0YXNldFIH",
+            "ZGF0YXNldCJBChdHZXRDdXJyZW50TW9kZWxSZXNwb25zZRImCgVtb2RlbBgB",
+            "IAEoCzIQLmFzZ3QudHlwZS5Nb2RlbFIFbW9kZWwyzQIKDU1vZGVsUmVnaXN0",
+            "cnkSVAoNUmVnaXN0ZXJNb2RlbBIrLmFzZ3QubW9kZWxyZWdpc3RyeS52MS5S",
+            "ZWdpc3Rlck1vZGVsUmVxdWVzdBoWLmdvb2dsZS5wcm90b2J1Zi5FbXB0eRJw",
+            "Cg9HZXRDdXJyZW50TW9kZWwSLS5hc2d0Lm1vZGVscmVnaXN0cnkudjEuR2V0",
+            "Q3VycmVudE1vZGVsUmVxdWVzdBouLmFzZ3QubW9kZWxyZWdpc3RyeS52MS5H",
+            "ZXRDdXJyZW50TW9kZWxSZXNwb25zZRJ0ChNHZXRDdXJyZW50RnVsbE1vZGVs",
+            "Ei0uYXNndC5tb2RlbHJlZ2lzdHJ5LnYxLkdldEN1cnJlbnRNb2RlbFJlcXVl",
+            "c3QaLi5hc2d0Lm1vZGVscmVnaXN0cnkudjEuR2V0Q3VycmVudE1vZGVsUmVz",
+            "cG9uc2VC8wEKHmFpLnZpc21hLmFzZ3QubW9kZWxyZWdpc3RyeS52MUISTW9k",
+            "ZWxSZWdpc3RyeVByb3RvUAFaR2dpdGh1Yi5jb20vZS1jb25vbWljL3ZtbGFw",
+            "aXMvZ2VuL2dvL2FzZ3QvbW9kZWxyZWdpc3RyeS92MTttb2RlbHJlZ2lzdHJ5",
+            "ogIDQU1YqgIVQXNndC5Nb2RlbHJlZ2lzdHJ5LlYxygIVQXNndFxNb2RlbHJl",
+            "Z2lzdHJ5XFYx4gIhQXNndFxNb2RlbHJlZ2lzdHJ5XFYxXEdQQk1ldGFkYXRh",
+            "6gIXQXNndDo6TW9kZWxyZWdpc3RyeTo6VjFiBnByb3RvMw=="));
       descriptor = pbr::FileDescriptor.FromGeneratedCode(descriptorData,
           new pbr::FileDescriptor[] { global::Asgt.Type.DatasetReflection.Descriptor, global::Asgt.Type.DatasetStatisticsReflection.Descriptor, global::Asgt.Type.ModelReflection.Descriptor, global::Asgt.Type.PredictionReflection.Descriptor, global::Asgt.Type.RevisionReflection.Descriptor, global::Asgt.Type.TargetMetricsReflection.Descriptor, global::Asgt.Type.TrainStatisticsReflection.Descriptor, global::Google.Protobuf.WellKnownTypes.EmptyReflection.Descriptor, },
           new pbr::GeneratedClrTypeInfo(null, null, new pbr::GeneratedClrTypeInfo[] {
-            new pbr::GeneratedClrTypeInfo(typeof(global::Asgt.Modelregistry.V1.RegisterModelRequest), global::Asgt.Modelregistry.V1.RegisterModelRequest.Parser, new[]{ "Dataset", "Revision", "ModelVersion", "Metrics", "TargetMetrics", "InputType", "TrainStatistics", "DatasetStatistics", "TargetToConfidenceThresholds", "MetricVersion" }, null, null, null, new pbr::GeneratedClrTypeInfo[] { null, null, }),
+            new pbr::GeneratedClrTypeInfo(typeof(global::Asgt.Modelregistry.V1.RegisterModelRequest), global::Asgt.Modelregistry.V1.RegisterModelRequest.Parser, new[]{ "Dataset", "Revision", "ModelVersion", "Metrics", "TargetMetrics", "InputType", "TrainStatistics", "DatasetStatistics", "TargetToConfidenceThresholds", "MetricVersion", "TailTargetToConfidenceThresholds" }, null, null, null, new pbr::GeneratedClrTypeInfo[] { null, null, null, }),
             new pbr::GeneratedClrTypeInfo(typeof(global::Asgt.Modelregistry.V1.GetCurrentModelRequest), global::Asgt.Modelregistry.V1.GetCurrentModelRequest.Parser, new[]{ "Dataset" }, null, null, null, null),
             new pbr::GeneratedClrTypeInfo(typeof(global::Asgt.Modelregistry.V1.GetCurrentModelResponse), global::Asgt.Modelregistry.V1.GetCurrentModelResponse.Parser, new[]{ "Model" }, null, null, null, null)
           }));
@@ -123,6 +129,7 @@ public RegisterModelRequest(RegisterModelRequest other) : this() {
       datasetStatistics_ = other.datasetStatistics_ != null ? other.datasetStatistics_.Clone() : null;
       targetToConfidenceThresholds_ = other.targetToConfidenceThresholds_.Clone();
       metricVersion_ = other.metricVersion_;
+      tailTargetToConfidenceThresholds_ = other.tailTargetToConfidenceThresholds_.Clone();
       _unknownFields = pb::UnknownFieldSet.Clone(other._unknownFields);
     }
 
@@ -249,6 +256,17 @@ public string MetricVersion {
       }
     }
 
+    /// <summary>Field number for the "tail_target_to_confidence_thresholds" field.</summary>
+    public const int TailTargetToConfidenceThresholdsFieldNumber = 12;
+    private static readonly pbc::MapField<string, global::Asgt.Type.ConfidenceThresholds>.Codec _map_tailTargetToConfidenceThresholds_codec
+        = new pbc::MapField<string, global::Asgt.Type.ConfidenceThresholds>.Codec(pb::FieldCodec.ForString(10, ""), pb::FieldCodec.ForMessage(18, global::Asgt.Type.ConfidenceThresholds.Parser), 98);
+    private readonly pbc::MapField<string, global::Asgt.Type.ConfidenceThresholds> tailTargetToConfidenceThresholds_ = new pbc::MapField<string, global::Asgt.Type.ConfidenceThresholds>();
+    [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
+    [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
+    public pbc::MapField<string, global::Asgt.Type.ConfidenceThresholds> TailTargetToConfidenceThresholds {
+      get { return tailTargetToConfidenceThresholds_; }
+    }
+
     [global::System.Diagnostics.DebuggerNonUserCodeAttribute]
     [global::System.CodeDom.Compiler.GeneratedCode("protoc", null)]
     public override bool Equals(object other) {
@@ -274,6 +292,7 @@ public bool Equals(RegisterModelRequest other) {
       if (!object.Equals(DatasetStatistics, other.DatasetStatistics)) return false;
       if (!TargetToConfidenceThresholds.Equals(other.TargetToConfidenceThresholds)) return false;
       if (MetricVersion != other.MetricVersion) return false;
+      if (!TailTargetToConfidenceThresholds.Equals(other.TailTargetToConfidenceThresholds)) return false;
       return Equals(_unknownFields, other._unknownFields);
     }
 
@@ -291,6 +310,7 @@ public override int GetHashCode() {
       if (datasetStatistics_ != null) hash ^= DatasetStatistics.GetHashCode();
       hash ^= TargetToConfidenceThresholds.GetHashCode();
       if (MetricVersion.Length != 0) hash ^= MetricVersion.GetHashCode();
+      hash ^= TailTargetToConfidenceThresholds.GetHashCode();
       if (_unknownFields != null) {
         hash ^= _unknownFields.GetHashCode();
       }
@@ -340,6 +360,7 @@ public void WriteTo(pb::CodedOutputStream output) {
         output.WriteRawTag(90);
         output.WriteString(MetricVersion);
       }
+      tailTargetToConfidenceThresholds_.WriteTo(output, _map_tailTargetToConfidenceThresholds_codec);
       if (_unknownFields != null) {
         _unknownFields.WriteTo(output);
       }
@@ -381,6 +402,7 @@ public void WriteTo(pb::CodedOutputStream output) {
         output.WriteRawTag(90);
         output.WriteString(MetricVersion);
       }
+      tailTargetToConfidenceThresholds_.WriteTo(ref output, _map_tailTargetToConfidenceThresholds_codec);
       if (_unknownFields != null) {
         _unknownFields.WriteTo(ref output);
       }
@@ -415,6 +437,7 @@ public int CalculateSize() {
       if (MetricVersion.Length != 0) {
         size += 1 + pb::CodedOutputStream.ComputeStringSize(MetricVersion);
       }
+      size += tailTargetToConfidenceThresholds_.CalculateSize(_map_tailTargetToConfidenceThresholds_codec);
       if (_unknownFields != null) {
         size += _unknownFields.CalculateSize();
       }
@@ -463,6 +486,7 @@ public void MergeFrom(RegisterModelRequest other) {
       if (other.MetricVersion.Length != 0) {
         MetricVersion = other.MetricVersion;
       }
+      tailTargetToConfidenceThresholds_.MergeFrom(other.tailTargetToConfidenceThresholds_);
       _unknownFields = pb::UnknownFieldSet.MergeFrom(_unknownFields, other._unknownFields);
     }
 
@@ -530,6 +554,10 @@ public void MergeFrom(pb::CodedInputStream input) {
             MetricVersion = input.ReadString();
             break;
           }
+          case 98: {
+            tailTargetToConfidenceThresholds_.AddEntriesFrom(input, _map_tailTargetToConfidenceThresholds_codec);
+            break;
+          }
         }
       }
     #endif
@@ -597,6 +625,10 @@ public void MergeFrom(pb::CodedInputStream input) {
             MetricVersion = input.ReadString();
             break;
           }
+          case 98: {
+            tailTargetToConfidenceThresholds_.AddEntriesFrom(ref input, _map_tailTargetToConfidenceThresholds_codec);
+            break;
+          }
         }
       }
     }
diff --git a/gen/go/asgt/modelregistry/v1/model_registry.pb.go b/gen/go/asgt/modelregistry/v1/model_registry.pb.go
index ba5a8702..3bc8a52c 100644
--- a/gen/go/asgt/modelregistry/v1/model_registry.pb.go
+++ b/gen/go/asgt/modelregistry/v1/model_registry.pb.go
@@ -27,16 +27,17 @@ type RegisterModelRequest struct {
 	sizeCache     protoimpl.SizeCache
 	unknownFields protoimpl.UnknownFields
 
-	Dataset                      *_type.Dataset                         `protobuf:"bytes,1,opt,name=dataset,proto3" json:"dataset,omitempty"`
-	Revision                     *_type.Revision                        `protobuf:"bytes,2,opt,name=revision,proto3" json:"revision,omitempty"`
-	ModelVersion                 int64                                  `protobuf:"varint,3,opt,name=model_version,json=modelVersion,proto3" json:"model_version,omitempty"`
-	Metrics                      map[string]int32                       `protobuf:"bytes,4,rep,name=metrics,proto3" json:"metrics,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"varint,2,opt,name=value,proto3"`
-	TargetMetrics                []*_type.TargetMetrics                 `protobuf:"bytes,5,rep,name=target_metrics,json=targetMetrics,proto3" json:"target_metrics,omitempty"`
-	InputType                    _type.Model_InputType                  `protobuf:"varint,6,opt,name=input_type,json=inputType,proto3,enum=asgt.type.Model_InputType" json:"input_type,omitempty"`
-	TrainStatistics              *_type.TrainStatistics                 `protobuf:"bytes,7,opt,name=train_statistics,json=trainStatistics,proto3" json:"train_statistics,omitempty"`
-	DatasetStatistics            *_type.DatasetStatistics               `protobuf:"bytes,8,opt,name=dataset_statistics,json=datasetStatistics,proto3" json:"dataset_statistics,omitempty"`
-	TargetToConfidenceThresholds map[string]*_type.ConfidenceThresholds `protobuf:"bytes,10,rep,name=target_to_confidence_thresholds,json=targetToConfidenceThresholds,proto3" json:"target_to_confidence_thresholds,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
-	MetricVersion                string                                 `protobuf:"bytes,11,opt,name=metric_version,json=metricVersion,proto3" json:"metric_version,omitempty"`
+	Dataset                          *_type.Dataset                         `protobuf:"bytes,1,opt,name=dataset,proto3" json:"dataset,omitempty"`
+	Revision                         *_type.Revision                        `protobuf:"bytes,2,opt,name=revision,proto3" json:"revision,omitempty"`
+	ModelVersion                     int64                                  `protobuf:"varint,3,opt,name=model_version,json=modelVersion,proto3" json:"model_version,omitempty"`
+	Metrics                          map[string]int32                       `protobuf:"bytes,4,rep,name=metrics,proto3" json:"metrics,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"varint,2,opt,name=value,proto3"`
+	TargetMetrics                    []*_type.TargetMetrics                 `protobuf:"bytes,5,rep,name=target_metrics,json=targetMetrics,proto3" json:"target_metrics,omitempty"`
+	InputType                        _type.Model_InputType                  `protobuf:"varint,6,opt,name=input_type,json=inputType,proto3,enum=asgt.type.Model_InputType" json:"input_type,omitempty"`
+	TrainStatistics                  *_type.TrainStatistics                 `protobuf:"bytes,7,opt,name=train_statistics,json=trainStatistics,proto3" json:"train_statistics,omitempty"`
+	DatasetStatistics                *_type.DatasetStatistics               `protobuf:"bytes,8,opt,name=dataset_statistics,json=datasetStatistics,proto3" json:"dataset_statistics,omitempty"`
+	TargetToConfidenceThresholds     map[string]*_type.ConfidenceThresholds `protobuf:"bytes,10,rep,name=target_to_confidence_thresholds,json=targetToConfidenceThresholds,proto3" json:"target_to_confidence_thresholds,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
+	MetricVersion                    string                                 `protobuf:"bytes,11,opt,name=metric_version,json=metricVersion,proto3" json:"metric_version,omitempty"`
+	TailTargetToConfidenceThresholds map[string]*_type.ConfidenceThresholds `protobuf:"bytes,12,rep,name=tail_target_to_confidence_thresholds,json=tailTargetToConfidenceThresholds,proto3" json:"tail_target_to_confidence_thresholds,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
 }
 
 func (x *RegisterModelRequest) Reset() {
@@ -141,6 +142,13 @@ func (x *RegisterModelRequest) GetMetricVersion() string {
 	return ""
 }
 
+func (x *RegisterModelRequest) GetTailTargetToConfidenceThresholds() map[string]*_type.ConfidenceThresholds {
+	if x != nil {
+		return x.TailTargetToConfidenceThresholds
+	}
+	return nil
+}
+
 type GetCurrentModelRequest struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -256,7 +264,7 @@ var file_asgt_modelregistry_v1_model_registry_proto_rawDesc = []byte{
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-	0x64, 0x65, 0x6c, 0x72, 0x65, 0x67, 0x69, 0x73, 0x74, 0x72, 0x79, 0x2f, 0x76, 0x31, 0x3b, 0x6d,
-	0x6f, 0x64, 0x65, 0x6c, 0x72, 0x65, 0x67, 0x69, 0x73, 0x74, 0x72, 0x79, 0xa2, 0x02, 0x03, 0x41,
-	0x4d, 0x58, 0xaa, 0x02, 0x15, 0x41, 0x73, 0x67, 0x74, 0x2e, 0x4d, 0x6f, 0x64, 0x65, 0x6c, 0x72,
-	0x65, 0x67, 0x69, 0x73, 0x74, 0x72, 0x79, 0x2e, 0x56, 0x31, 0xca, 0x02, 0x15, 0x41, 0x73, 0x67,
-	0x74, 0x5c, 0x4d, 0x6f, 0x64, 0x65, 0x6c, 0x72, 0x65, 0x67, 0x69, 0x73, 0x74, 0x72, 0x79, 0x5c,
-	0x56, 0x31, 0xe2, 0x02, 0x21, 0x41, 0x73, 0x67, 0x74, 0x5c, 0x4d, 0x6f, 0x64, 0x65, 0x6c, 0x72,
-	0x65, 0x67, 0x69, 0x73, 0x74, 0x72, 0x79, 0x5c, 0x56, 0x31, 0x5c, 0x47, 0x50, 0x42, 0x4d, 0x65,
-	0x74, 0x61, 0x64, 0x61, 0x74, 0x61, 0xea, 0x02, 0x17, 0x41, 0x73, 0x67, 0x74, 0x3a, 0x3a, 0x4d,
-	0x6f, 0x64, 0x65, 0x6c, 0x72, 0x65, 0x67, 0x69, 0x73, 0x74, 0x72, 0x79, 0x3a, 0x3a, 0x56, 0x31,
-	0x62, 0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33,
+	0x6f, 0x6e, 0x73, 0x65, 0x42, 0xf3, 0x01, 0x0a, 0x1e, 0x61, 0x69, 0x2e, 0x76, 0x69, 0x73, 0x6d,
+	0x61, 0x2e, 0x61, 0x73, 0x67, 0x74, 0x2e, 0x6d, 0x6f, 0x64, 0x65, 0x6c, 0x72, 0x65, 0x67, 0x69,
+	0x73, 0x74, 0x72, 0x79, 0x2e, 0x76, 0x31, 0x42, 0x12, 0x4d, 0x6f, 0x64, 0x65, 0x6c, 0x52, 0x65,
+	0x67, 0x69, 0x73, 0x74, 0x72, 0x79, 0x50, 0x72, 0x6f, 0x74, 0x6f, 0x50, 0x01, 0x5a, 0x47, 0x67,
+	0x69, 0x74, 0x68, 0x75, 0x62, 0x2e, 0x63, 0x6f, 0x6d, 0x2f, 0x65, 0x2d, 0x63, 0x6f, 0x6e, 0x6f,
+	0x6d, 0x69, 0x63, 0x2f, 0x76, 0x6d, 0x6c, 0x61, 0x70, 0x69, 0x73, 0x2f, 0x67, 0x65, 0x6e, 0x2f,
+	0x67, 0x6f, 0x2f, 0x61, 0x73, 0x67, 0x74, 0x2f, 0x6d, 0x6f, 0x64, 0x65, 0x6c, 0x72, 0x65, 0x67,
+	0x69, 0x73, 0x74, 0x72, 0x79, 0x2f, 0x76, 0x31, 0x3b, 0x6d, 0x6f, 0x64, 0x65, 0x6c, 0x72, 0x65,
+	0x67, 0x69, 0x73, 0x74, 0x72, 0x79, 0xa2, 0x02, 0x03, 0x41, 0x4d, 0x58, 0xaa, 0x02, 0x15, 0x41,
+	0x73, 0x67, 0x74, 0x2e, 0x4d, 0x6f, 0x64, 0x65, 0x6c, 0x72, 0x65, 0x67, 0x69, 0x73, 0x74, 0x72,
+	0x79, 0x2e, 0x56, 0x31, 0xca, 0x02, 0x15, 0x41, 0x73, 0x67, 0x74, 0x5c, 0x4d, 0x6f, 0x64, 0x65,
+	0x6c, 0x72, 0x65, 0x67, 0x69, 0x73, 0x74, 0x72, 0x79, 0x5c, 0x56, 0x31, 0xe2, 0x02, 0x21, 0x41,
+	0x73, 0x67, 0x74, 0x5c, 0x4d, 0x6f, 0x64, 0x65, 0x6c, 0x72, 0x65, 0x67, 0x69, 0x73, 0x74, 0x72,
+	0x79, 0x5c, 0x56, 0x31, 0x5c, 0x47, 0x50, 0x42, 0x4d, 0x65, 0x74, 0x61, 0x64, 0x61, 0x74, 0x61,
+	0xea, 0x02, 0x17, 0x41, 0x73, 0x67, 0x74, 0x3a, 0x3a, 0x4d, 0x6f, 0x64, 0x65, 0x6c, 0x72, 0x65,
+	0x67, 0x69, 0x73, 0x74, 0x72, 0x79, 0x3a, 0x3a, 0x56, 0x31, 0x62, 0x06, 0x70, 0x72, 0x6f, 0x74,
+	0x6f, 0x33,
 }
 
 var (
@@ -372,46 +398,49 @@ func file_asgt_modelregistry_v1_model_registry_proto_rawDescGZIP() []byte {
 	return file_asgt_modelregistry_v1_model_registry_proto_rawDescData
 }
 
-var file_asgt_modelregistry_v1_model_registry_proto_msgTypes = make([]protoimpl.MessageInfo, 5)
+var file_asgt_modelregistry_v1_model_registry_proto_msgTypes = make([]protoimpl.MessageInfo, 6)
 var file_asgt_modelregistry_v1_model_registry_proto_goTypes = []interface{}{
 	(*RegisterModelRequest)(nil),       // 0: asgt.modelregistry.v1.RegisterModelRequest
 	(*GetCurrentModelRequest)(nil),     // 1: asgt.modelregistry.v1.GetCurrentModelRequest
 	(*GetCurrentModelResponse)(nil),    // 2: asgt.modelregistry.v1.GetCurrentModelResponse
 	nil,                                // 3: asgt.modelregistry.v1.RegisterModelRequest.MetricsEntry
 	nil,                                // 4: asgt.modelregistry.v1.RegisterModelRequest.TargetToConfidenceThresholdsEntry
-	(*_type.Dataset)(nil),              // 5: asgt.type.Dataset
-	(*_type.Revision)(nil),             // 6: asgt.type.Revision
-	(*_type.TargetMetrics)(nil),        // 7: asgt.type.TargetMetrics
-	(_type.Model_InputType)(0),         // 8: asgt.type.Model.InputType
-	(*_type.TrainStatistics)(nil),      // 9: asgt.type.TrainStatistics
-	(*_type.DatasetStatistics)(nil),    // 10: asgt.type.DatasetStatistics
-	(*_type.Model)(nil),                // 11: asgt.type.Model
-	(*_type.ConfidenceThresholds)(nil), // 12: asgt.type.ConfidenceThresholds
-	(*emptypb.Empty)(nil),              // 13: google.protobuf.Empty
+	nil,                                // 5: asgt.modelregistry.v1.RegisterModelRequest.TailTargetToConfidenceThresholdsEntry
+	(*_type.Dataset)(nil),              // 6: asgt.type.Dataset
+	(*_type.Revision)(nil),             // 7: asgt.type.Revision
+	(*_type.TargetMetrics)(nil),        // 8: asgt.type.TargetMetrics
+	(_type.Model_InputType)(0),         // 9: asgt.type.Model.InputType
+	(*_type.TrainStatistics)(nil),      // 10: asgt.type.TrainStatistics
+	(*_type.DatasetStatistics)(nil),    // 11: asgt.type.DatasetStatistics
+	(*_type.Model)(nil),                // 12: asgt.type.Model
+	(*_type.ConfidenceThresholds)(nil), // 13: asgt.type.ConfidenceThresholds
+	(*emptypb.Empty)(nil),              // 14: google.protobuf.Empty
 }
 var file_asgt_modelregistry_v1_model_registry_proto_depIdxs = []int32{
-	5,  // 0: asgt.modelregistry.v1.RegisterModelRequest.dataset:type_name -> asgt.type.Dataset
-	6,  // 1: asgt.modelregistry.v1.RegisterModelRequest.revision:type_name -> asgt.type.Revision
+	6,  // 0: asgt.modelregistry.v1.RegisterModelRequest.dataset:type_name -> asgt.type.Dataset
+	7,  // 1: asgt.modelregistry.v1.RegisterModelRequest.revision:type_name -> asgt.type.Revision
 	3,  // 2: asgt.modelregistry.v1.RegisterModelRequest.metrics:type_name -> asgt.modelregistry.v1.RegisterModelRequest.MetricsEntry
-	7,  // 3: asgt.modelregistry.v1.RegisterModelRequest.target_metrics:type_name -> asgt.type.TargetMetrics
-	8,  // 4: asgt.modelregistry.v1.RegisterModelRequest.input_type:type_name -> asgt.type.Model.InputType
-	9,  // 5: asgt.modelregistry.v1.RegisterModelRequest.train_statistics:type_name -> asgt.type.TrainStatistics
-	10, // 6: asgt.modelregistry.v1.RegisterModelRequest.dataset_statistics:type_name -> asgt.type.DatasetStatistics
+	8,  // 3: asgt.modelregistry.v1.RegisterModelRequest.target_metrics:type_name -> asgt.type.TargetMetrics
+	9,  // 4: asgt.modelregistry.v1.RegisterModelRequest.input_type:type_name -> asgt.type.Model.InputType
+	10, // 5: asgt.modelregistry.v1.RegisterModelRequest.train_statistics:type_name -> asgt.type.TrainStatistics
+	11, // 6: asgt.modelregistry.v1.RegisterModelRequest.dataset_statistics:type_name -> asgt.type.DatasetStatistics
 	4,  // 7: asgt.modelregistry.v1.RegisterModelRequest.target_to_confidence_thresholds:type_name -> asgt.modelregistry.v1.RegisterModelRequest.TargetToConfidenceThresholdsEntry
-	5,  // 8: asgt.modelregistry.v1.GetCurrentModelRequest.dataset:type_name -> asgt.type.Dataset
-	11, // 9: asgt.modelregistry.v1.GetCurrentModelResponse.model:type_name -> asgt.type.Model
-	12, // 10: asgt.modelregistry.v1.RegisterModelRequest.TargetToConfidenceThresholdsEntry.value:type_name -> asgt.type.ConfidenceThresholds
-	0,  // 11: asgt.modelregistry.v1.ModelRegistry.RegisterModel:input_type -> asgt.modelregistry.v1.RegisterModelRequest
-	1,  // 12: asgt.modelregistry.v1.ModelRegistry.GetCurrentModel:input_type -> asgt.modelregistry.v1.GetCurrentModelRequest
-	1,  // 13: asgt.modelregistry.v1.ModelRegistry.GetCurrentFullModel:input_type -> asgt.modelregistry.v1.GetCurrentModelRequest
-	13, // 14: asgt.modelregistry.v1.ModelRegistry.RegisterModel:output_type -> google.protobuf.Empty
-	2,  // 15: asgt.modelregistry.v1.ModelRegistry.GetCurrentModel:output_type -> asgt.modelregistry.v1.GetCurrentModelResponse
-	2,  // 16: asgt.modelregistry.v1.ModelRegistry.GetCurrentFullModel:output_type -> asgt.modelregistry.v1.GetCurrentModelResponse
-	14, // [14:17] is the sub-list for method output_type
-	11, // [11:14] is the sub-list for method input_type
-	11, // [11:11] is the sub-list for extension type_name
-	11, // [11:11] is the sub-list for extension extendee
-	0,  // [0:11] is the sub-list for field type_name
+	5,  // 8: asgt.modelregistry.v1.RegisterModelRequest.tail_target_to_confidence_thresholds:type_name -> asgt.modelregistry.v1.RegisterModelRequest.TailTargetToConfidenceThresholdsEntry
+	6,  // 9: asgt.modelregistry.v1.GetCurrentModelRequest.dataset:type_name -> asgt.type.Dataset
+	12, // 10: asgt.modelregistry.v1.GetCurrentModelResponse.model:type_name -> asgt.type.Model
+	13, // 11: asgt.modelregistry.v1.RegisterModelRequest.TargetToConfidenceThresholdsEntry.value:type_name -> asgt.type.ConfidenceThresholds
+	13, // 12: asgt.modelregistry.v1.RegisterModelRequest.TailTargetToConfidenceThresholdsEntry.value:type_name -> asgt.type.ConfidenceThresholds
+	0,  // 13: asgt.modelregistry.v1.ModelRegistry.RegisterModel:input_type -> asgt.modelregistry.v1.RegisterModelRequest
+	1,  // 14: asgt.modelregistry.v1.ModelRegistry.GetCurrentModel:input_type -> asgt.modelregistry.v1.GetCurrentModelRequest
+	1,  // 15: asgt.modelregistry.v1.ModelRegistry.GetCurrentFullModel:input_type -> asgt.modelregistry.v1.GetCurrentModelRequest
+	14, // 16: asgt.modelregistry.v1.ModelRegistry.RegisterModel:output_type -> google.protobuf.Empty
+	2,  // 17: asgt.modelregistry.v1.ModelRegistry.GetCurrentModel:output_type -> asgt.modelregistry.v1.GetCurrentModelResponse
+	2,  // 18: asgt.modelregistry.v1.ModelRegistry.GetCurrentFullModel:output_type -> asgt.modelregistry.v1.GetCurrentModelResponse
+	16, // [16:19] is the sub-list for method output_type
+	13, // [13:16] is the sub-list for method input_type
+	13, // [13:13] is the sub-list for extension type_name
+	13, // [13:13] is the sub-list for extension extendee
+	0,  // [0:13] is the sub-list for field type_name
 }
 
 func init() { file_asgt_modelregistry_v1_model_registry_proto_init() }
@@ -463,7 +492,7 @@ func file_asgt_modelregistry_v1_model_registry_proto_init() {
 			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
 			RawDescriptor: file_asgt_modelregistry_v1_model_registry_proto_rawDesc,
 			NumEnums:      0,
-			NumMessages:   5,
+			NumMessages:   6,
 			NumExtensions: 0,
 			NumServices:   1,
 		},
diff --git a/gen/java/ai/visma/asgt/modelregistry/v1/ModelRegistryProto.java b/gen/java/ai/visma/asgt/modelregistry/v1/ModelRegistryProto.java
index b7547d44..25ccc7ae 100644
--- a/gen/java/ai/visma/asgt/modelregistry/v1/ModelRegistryProto.java
+++ b/gen/java/ai/visma/asgt/modelregistry/v1/ModelRegistryProto.java
@@ -29,6 +29,11 @@ public static void registerAllExtensions(
   static final 
     com.google.protobuf.GeneratedMessageV3.FieldAccessorTable
       internal_static_asgt_modelregistry_v1_RegisterModelRequest_TargetToConfidenceThresholdsEntry_fieldAccessorTable;
+  static final com.google.protobuf.Descriptors.Descriptor
+    internal_static_asgt_modelregistry_v1_RegisterModelRequest_TailTargetToConfidenceThresholdsEntry_descriptor;
+  static final 
+    com.google.protobuf.GeneratedMessageV3.FieldAccessorTable
+      internal_static_asgt_modelregistry_v1_RegisterModelRequest_TailTargetToConfidenceThresholdsEntry_fieldAccessorTable;
   static final com.google.protobuf.Descriptors.Descriptor
     internal_static_asgt_modelregistry_v1_GetCurrentModelRequest_descriptor;
   static final 
@@ -55,7 +60,7 @@ public static void registerAllExtensions(
       "pe/prediction.proto\032\030asgt/type/revision." +
       "proto\032\036asgt/type/target_metrics.proto\032 a" +
       "sgt/type/train_statistics.proto\032\033google/" +
-      "protobuf/empty.proto\"\360\006\n\024RegisterModelRe" +
+      "protobuf/empty.proto\"\212\t\n\024RegisterModelRe" +
       "quest\022,\n\007dataset\030\001 \001(\0132\022.asgt.type.Datas" +
       "etR\007dataset\022/\n\010revision\030\002 \001(\0132\023.asgt.typ" +
       "e.RevisionR\010revision\022#\n\rmodel_version\030\003 " +
@@ -73,29 +78,36 @@ public static void registerAllExtensions(
       "RegisterModelRequest.TargetToConfidenceT" +
       "hresholdsEntryR\034targetToConfidenceThresh" +
       "olds\022%\n\016metric_version\030\013 \001(\tR\rmetricVers" +
-      "ion\032:\n\014MetricsEntry\022\020\n\003key\030\001 \001(\tR\003key\022\024\n" +
-      "\005value\030\002 \001(\005R\005value:\0028\001\032p\n!TargetToConfi" +
-      "denceThresholdsEntry\022\020\n\003key\030\001 \001(\tR\003key\0225" +
-      "\n\005value\030\002 \001(\0132\037.asgt.type.ConfidenceThre" +
-      "sholdsR\005value:\0028\001J\004\010\t\020\n\"F\n\026GetCurrentMod" +
-      "elRequest\022,\n\007dataset\030\001 \001(\0132\022.asgt.type.D" +
-      "atasetR\007dataset\"A\n\027GetCurrentModelRespon" +
-      "se\022&\n\005model\030\001 \001(\0132\020.asgt.type.ModelR\005mod" +
-      "el2\315\002\n\rModelRegistry\022T\n\rRegisterModel\022+." +
-      "asgt.modelregistry.v1.RegisterModelReque" +
-      "st\032\026.google.protobuf.Empty\022p\n\017GetCurrent" +
+      "ion\022\241\001\n$tail_target_to_confidence_thresh" +
+      "olds\030\014 \003(\0132Q.asgt.modelregistry.v1.Regis" +
+      "terModelRequest.TailTargetToConfidenceTh" +
+      "resholdsEntryR tailTargetToConfidenceThr" +
+      "esholds\032:\n\014MetricsEntry\022\020\n\003key\030\001 \001(\tR\003ke" +
+      "y\022\024\n\005value\030\002 \001(\005R\005value:\0028\001\032p\n!TargetToC" +
+      "onfidenceThresholdsEntry\022\020\n\003key\030\001 \001(\tR\003k" +
+      "ey\0225\n\005value\030\002 \001(\0132\037.asgt.type.Confidence" +
+      "ThresholdsR\005value:\0028\001\032t\n%TailTargetToCon" +
+      "fidenceThresholdsEntry\022\020\n\003key\030\001 \001(\tR\003key" +
+      "\0225\n\005value\030\002 \001(\0132\037.asgt.type.ConfidenceTh" +
+      "resholdsR\005value:\0028\001J\004\010\t\020\n\"F\n\026GetCurrentM" +
+      "odelRequest\022,\n\007dataset\030\001 \001(\0132\022.asgt.type" +
+      ".DatasetR\007dataset\"A\n\027GetCurrentModelResp" +
+      "onse\022&\n\005model\030\001 \001(\0132\020.asgt.type.ModelR\005m" +
+      "odel2\315\002\n\rModelRegistry\022T\n\rRegisterModel\022" +
+      "+.asgt.modelregistry.v1.RegisterModelReq" +
+      "uest\032\026.google.protobuf.Empty\022p\n\017GetCurre" +
+      "ntModel\022-.asgt.modelregistry.v1.GetCurre" +
+      "ntModelRequest\032..asgt.modelregistry.v1.G" +
+      "etCurrentModelResponse\022t\n\023GetCurrentFull" +
       "Model\022-.asgt.modelregistry.v1.GetCurrent" +
       "ModelRequest\032..asgt.modelregistry.v1.Get" +
-      "CurrentModelResponse\022t\n\023GetCurrentFullMo" +
-      "del\022-.asgt.modelregistry.v1.GetCurrentMo" +
-      "delRequest\032..asgt.modelregistry.v1.GetCu" +
-      "rrentModelResponseB\363\001\n\036ai.visma.asgt.mod" +
-      "elregistry.v1B\022ModelRegistryProtoP\001ZGgit" +
-      "hub.com/e-conomic/vmlapis/gen/go/asgt/mo" +
-      "delregistry/v1;modelregistry\242\002\003AMX\252\002\025Asg" +
-      "t.Modelregistry.V1\312\002\025Asgt\\Modelregistry\\" +
-      "V1\342\002!Asgt\\Modelregistry\\V1\\GPBMetadata\352\002" +
-      "\027Asgt::Modelregistry::V1b\006proto3"
+      "CurrentModelResponseB\363\001\n\036ai.visma.asgt.m" +
+      "odelregistry.v1B\022ModelRegistryProtoP\001ZGg" +
+      "ithub.com/e-conomic/vmlapis/gen/go/asgt/" +
+      "modelregistry/v1;modelregistry\242\002\003AMX\252\002\025A" +
+      "sgt.Modelregistry.V1\312\002\025Asgt\\Modelregistr" +
+      "y\\V1\342\002!Asgt\\Modelregistry\\V1\\GPBMetadata" +
+      "\352\002\027Asgt::Modelregistry::V1b\006proto3"
     };
     descriptor = com.google.protobuf.Descriptors.FileDescriptor
       .internalBuildGeneratedFileFrom(descriptorData,
@@ -114,7 +126,7 @@ public static void registerAllExtensions(
     internal_static_asgt_modelregistry_v1_RegisterModelRequest_fieldAccessorTable = new
       com.google.protobuf.GeneratedMessageV3.FieldAccessorTable(
         internal_static_asgt_modelregistry_v1_RegisterModelRequest_descriptor,
-        new java.lang.String[] { "Dataset", "Revision", "ModelVersion", "Metrics", "TargetMetrics", "InputType", "TrainStatistics", "DatasetStatistics", "TargetToConfidenceThresholds", "MetricVersion", });
+        new java.lang.String[] { "Dataset", "Revision", "ModelVersion", "Metrics", "TargetMetrics", "InputType", "TrainStatistics", "DatasetStatistics", "TargetToConfidenceThresholds", "MetricVersion", "TailTargetToConfidenceThresholds", });
     internal_static_asgt_modelregistry_v1_RegisterModelRequest_MetricsEntry_descriptor =
       internal_static_asgt_modelregistry_v1_RegisterModelRequest_descriptor.getNestedTypes().get(0);
     internal_static_asgt_modelregistry_v1_RegisterModelRequest_MetricsEntry_fieldAccessorTable = new
@@ -127,6 +139,12 @@ public static void registerAllExtensions(
       com.google.protobuf.GeneratedMessageV3.FieldAccessorTable(
         internal_static_asgt_modelregistry_v1_RegisterModelRequest_TargetToConfidenceThresholdsEntry_descriptor,
         new java.lang.String[] { "Key", "Value", });
+    internal_static_asgt_modelregistry_v1_RegisterModelRequest_TailTargetToConfidenceThresholdsEntry_descriptor =
+      internal_static_asgt_modelregistry_v1_RegisterModelRequest_descriptor.getNestedTypes().get(2);
+    internal_static_asgt_modelregistry_v1_RegisterModelRequest_TailTargetToConfidenceThresholdsEntry_fieldAccessorTable = new
+      com.google.protobuf.GeneratedMessageV3.FieldAccessorTable(
+        internal_static_asgt_modelregistry_v1_RegisterModelRequest_TailTargetToConfidenceThresholdsEntry_descriptor,
+        new java.lang.String[] { "Key", "Value", });
     internal_static_asgt_modelregistry_v1_GetCurrentModelRequest_descriptor =
       getDescriptor().getMessageTypes().get(1);
     internal_static_asgt_modelregistry_v1_GetCurrentModelRequest_fieldAccessorTable = new
diff --git a/gen/java/ai/visma/asgt/modelregistry/v1/RegisterModelRequest.java b/gen/java/ai/visma/asgt/modelregistry/v1/RegisterModelRequest.java
index 2aa28aa1..2d9cc5a2 100644
--- a/gen/java/ai/visma/asgt/modelregistry/v1/RegisterModelRequest.java
+++ b/gen/java/ai/visma/asgt/modelregistry/v1/RegisterModelRequest.java
@@ -42,6 +42,8 @@ protected com.google.protobuf.MapField internalGetMapField(
         return internalGetMetrics();
       case 10:
         return internalGetTargetToConfidenceThresholds();
+      case 12:
+        return internalGetTailTargetToConfidenceThresholds();
       default:
         throw new RuntimeException(
             "Invalid map field number: " + number);
@@ -424,6 +426,85 @@ public java.lang.String getMetricVersion() {
     }
   }
 
+  public static final int TAIL_TARGET_TO_CONFIDENCE_THRESHOLDS_FIELD_NUMBER = 12;
+  private static final class TailTargetToConfidenceThresholdsDefaultEntryHolder {
+    static final com.google.protobuf.MapEntry<
+        java.lang.String, ai.visma.asgt.type.ConfidenceThresholds> defaultEntry =
+            com.google.protobuf.MapEntry
+            .<java.lang.String, ai.visma.asgt.type.ConfidenceThresholds>newDefaultInstance(
+                ai.visma.asgt.modelregistry.v1.ModelRegistryProto.internal_static_asgt_modelregistry_v1_RegisterModelRequest_TailTargetToConfidenceThresholdsEntry_descriptor, 
+                com.google.protobuf.WireFormat.FieldType.STRING,
+                "",
+                com.google.protobuf.WireFormat.FieldType.MESSAGE,
+                ai.visma.asgt.type.ConfidenceThresholds.getDefaultInstance());
+  }
+  @SuppressWarnings("serial")
+  private com.google.protobuf.MapField<
+      java.lang.String, ai.visma.asgt.type.ConfidenceThresholds> tailTargetToConfidenceThresholds_;
+  private com.google.protobuf.MapField<java.lang.String, ai.visma.asgt.type.ConfidenceThresholds>
+  internalGetTailTargetToConfidenceThresholds() {
+    if (tailTargetToConfidenceThresholds_ == null) {
+      return com.google.protobuf.MapField.emptyMapField(
+          TailTargetToConfidenceThresholdsDefaultEntryHolder.defaultEntry);
+    }
+    return tailTargetToConfidenceThresholds_;
+  }
+  public int getTailTargetToConfidenceThresholdsCount() {
+    return internalGetTailTargetToConfidenceThresholds().getMap().size();
+  }
+  /**
+   * <code>map&lt;string, .asgt.type.ConfidenceThresholds&gt; tail_target_to_confidence_thresholds = 12 [json_name = "tailTargetToConfidenceThresholds"];</code>
+   */
+  @java.lang.Override
+  public boolean containsTailTargetToConfidenceThresholds(
+      java.lang.String key) {
+    if (key == null) { throw new NullPointerException("map key"); }
+    return internalGetTailTargetToConfidenceThresholds().getMap().containsKey(key);
+  }
+  /**
+   * Use {@link #getTailTargetToConfidenceThresholdsMap()} instead.
+   */
+  @java.lang.Override
+  @java.lang.Deprecated
+  public java.util.Map<java.lang.String, ai.visma.asgt.type.ConfidenceThresholds> getTailTargetToConfidenceThresholds() {
+    return getTailTargetToConfidenceThresholdsMap();
+  }
+  /**
+   * <code>map&lt;string, .asgt.type.ConfidenceThresholds&gt; tail_target_to_confidence_thresholds = 12 [json_name = "tailTargetToConfidenceThresholds"];</code>
+   */
+  @java.lang.Override
+  public java.util.Map<java.lang.String, ai.visma.asgt.type.ConfidenceThresholds> getTailTargetToConfidenceThresholdsMap() {
+    return internalGetTailTargetToConfidenceThresholds().getMap();
+  }
+  /**
+   * <code>map&lt;string, .asgt.type.ConfidenceThresholds&gt; tail_target_to_confidence_thresholds = 12 [json_name = "tailTargetToConfidenceThresholds"];</code>
+   */
+  @java.lang.Override
+  public /* nullable */
+ai.visma.asgt.type.ConfidenceThresholds getTailTargetToConfidenceThresholdsOrDefault(
+      java.lang.String key,
+      /* nullable */
+ai.visma.asgt.type.ConfidenceThresholds defaultValue) {
+    if (key == null) { throw new NullPointerException("map key"); }
+    java.util.Map<java.lang.String, ai.visma.asgt.type.ConfidenceThresholds> map =
+        internalGetTailTargetToConfidenceThresholds().getMap();
+    return map.containsKey(key) ? map.get(key) : defaultValue;
+  }
+  /**
+   * <code>map&lt;string, .asgt.type.ConfidenceThresholds&gt; tail_target_to_confidence_thresholds = 12 [json_name = "tailTargetToConfidenceThresholds"];</code>
+   */
+  @java.lang.Override
+  public ai.visma.asgt.type.ConfidenceThresholds getTailTargetToConfidenceThresholdsOrThrow(
+      java.lang.String key) {
+    if (key == null) { throw new NullPointerException("map key"); }
+    java.util.Map<java.lang.String, ai.visma.asgt.type.ConfidenceThresholds> map =
+        internalGetTailTargetToConfidenceThresholds().getMap();
+    if (!map.containsKey(key)) {
+      throw new java.lang.IllegalArgumentException();
+    }
+    return map.get(key);
+  }
+
   private byte memoizedIsInitialized = -1;
   @java.lang.Override
   public final boolean isInitialized() {
@@ -474,6 +555,12 @@ public void writeTo(com.google.protobuf.CodedOutputStream output)
     if (!com.google.protobuf.GeneratedMessageV3.isStringEmpty(metricVersion_)) {
       com.google.protobuf.GeneratedMessageV3.writeString(output, 11, metricVersion_);
     }
+    com.google.protobuf.GeneratedMessageV3
+      .serializeStringMapTo(
+        output,
+        internalGetTailTargetToConfidenceThresholds(),
+        TailTargetToConfidenceThresholdsDefaultEntryHolder.defaultEntry,
+        12);
     getUnknownFields().writeTo(output);
   }
 
@@ -534,6 +621,16 @@ public int getSerializedSize() {
     if (!com.google.protobuf.GeneratedMessageV3.isStringEmpty(metricVersion_)) {
       size += com.google.protobuf.GeneratedMessageV3.computeStringSize(11, metricVersion_);
     }
+    for (java.util.Map.Entry<java.lang.String, ai.visma.asgt.type.ConfidenceThresholds> entry
+         : internalGetTailTargetToConfidenceThresholds().getMap().entrySet()) {
+      com.google.protobuf.MapEntry<java.lang.String, ai.visma.asgt.type.ConfidenceThresholds>
+      tailTargetToConfidenceThresholds__ = TailTargetToConfidenceThresholdsDefaultEntryHolder.defaultEntry.newBuilderForType()
+          .setKey(entry.getKey())
+          .setValue(entry.getValue())
+          .build();
+      size += com.google.protobuf.CodedOutputStream
+          .computeMessageSize(12, tailTargetToConfidenceThresholds__);
+    }
     size += getUnknownFields().getSerializedSize();
     memoizedSize = size;
     return size;
@@ -580,6 +677,8 @@ public boolean equals(final java.lang.Object obj) {
         other.internalGetTargetToConfidenceThresholds())) return false;
     if (!getMetricVersion()
         .equals(other.getMetricVersion())) return false;
+    if (!internalGetTailTargetToConfidenceThresholds().equals(
+        other.internalGetTailTargetToConfidenceThresholds())) return false;
     if (!getUnknownFields().equals(other.getUnknownFields())) return false;
     return true;
   }
@@ -626,6 +725,10 @@ public int hashCode() {
     }
     hash = (37 * hash) + METRIC_VERSION_FIELD_NUMBER;
     hash = (53 * hash) + getMetricVersion().hashCode();
+    if (!internalGetTailTargetToConfidenceThresholds().getMap().isEmpty()) {
+      hash = (37 * hash) + TAIL_TARGET_TO_CONFIDENCE_THRESHOLDS_FIELD_NUMBER;
+      hash = (53 * hash) + internalGetTailTargetToConfidenceThresholds().hashCode();
+    }
     hash = (29 * hash) + getUnknownFields().hashCode();
     memoizedHashCode = hash;
     return hash;
@@ -743,6 +846,8 @@ protected com.google.protobuf.MapField internalGetMapField(
           return internalGetMetrics();
         case 10:
           return internalGetTargetToConfidenceThresholds();
+        case 12:
+          return internalGetTailTargetToConfidenceThresholds();
         default:
           throw new RuntimeException(
               "Invalid map field number: " + number);
@@ -756,6 +861,8 @@ protected com.google.protobuf.MapField internalGetMutableMapField(
           return internalGetMutableMetrics();
         case 10:
           return internalGetMutableTargetToConfidenceThresholds();
+        case 12:
+          return internalGetMutableTailTargetToConfidenceThresholds();
         default:
           throw new RuntimeException(
               "Invalid map field number: " + number);
@@ -815,6 +922,7 @@ public Builder clear() {
       }
       internalGetMutableTargetToConfidenceThresholds().clear();
       metricVersion_ = "";
+      internalGetMutableTailTargetToConfidenceThresholds().clear();
       return this;
     }
 
@@ -898,6 +1006,10 @@ private void buildPartial0(ai.visma.asgt.modelregistry.v1.RegisterModelRequest r
       if (((from_bitField0_ & 0x00000200) != 0)) {
         result.metricVersion_ = metricVersion_;
       }
+      if (((from_bitField0_ & 0x00000400) != 0)) {
+        result.tailTargetToConfidenceThresholds_ = internalGetTailTargetToConfidenceThresholds();
+        result.tailTargetToConfidenceThresholds_.makeImmutable();
+      }
     }
 
     @java.lang.Override
@@ -999,6 +1111,9 @@ public Builder mergeFrom(ai.visma.asgt.modelregistry.v1.RegisterModelRequest oth
         bitField0_ |= 0x00000200;
         onChanged();
       }
+      internalGetMutableTailTargetToConfidenceThresholds().mergeFrom(
+          other.internalGetTailTargetToConfidenceThresholds());
+      bitField0_ |= 0x00000400;
       this.mergeUnknownFields(other.getUnknownFields());
       onChanged();
       return this;
@@ -1099,6 +1214,15 @@ public Builder mergeFrom(
               bitField0_ |= 0x00000200;
               break;
             } // case 90
+            case 98: {
+              com.google.protobuf.MapEntry<java.lang.String, ai.visma.asgt.type.ConfidenceThresholds>
+              tailTargetToConfidenceThresholds__ = input.readMessage(
+                  TailTargetToConfidenceThresholdsDefaultEntryHolder.defaultEntry.getParserForType(), extensionRegistry);
+              internalGetMutableTailTargetToConfidenceThresholds().getMutableMap().put(
+                  tailTargetToConfidenceThresholds__.getKey(), tailTargetToConfidenceThresholds__.getValue());
+              bitField0_ |= 0x00000400;
+              break;
+            } // case 98
             default: {
               if (!super.parseUnknownField(input, extensionRegistry, tag)) {
                 done = true; // was an endgroup tag
@@ -2240,6 +2364,133 @@ public Builder setMetricVersionBytes(
       onChanged();
       return this;
     }
+
+    private com.google.protobuf.MapField<
+        java.lang.String, ai.visma.asgt.type.ConfidenceThresholds> tailTargetToConfidenceThresholds_;
+    private com.google.protobuf.MapField<java.lang.String, ai.visma.asgt.type.ConfidenceThresholds>
+        internalGetTailTargetToConfidenceThresholds() {
+      if (tailTargetToConfidenceThresholds_ == null) {
+        return com.google.protobuf.MapField.emptyMapField(
+            TailTargetToConfidenceThresholdsDefaultEntryHolder.defaultEntry);
+      }
+      return tailTargetToConfidenceThresholds_;
+    }
+    private com.google.protobuf.MapField<java.lang.String, ai.visma.asgt.type.ConfidenceThresholds>
+        internalGetMutableTailTargetToConfidenceThresholds() {
+      if (tailTargetToConfidenceThresholds_ == null) {
+        tailTargetToConfidenceThresholds_ = com.google.protobuf.MapField.newMapField(
+            TailTargetToConfidenceThresholdsDefaultEntryHolder.defaultEntry);
+      }
+      if (!tailTargetToConfidenceThresholds_.isMutable()) {
+        tailTargetToConfidenceThresholds_ = tailTargetToConfidenceThresholds_.copy();
+      }
+      bitField0_ |= 0x00000400;
+      onChanged();
+      return tailTargetToConfidenceThresholds_;
+    }
+    public int getTailTargetToConfidenceThresholdsCount() {
+      return internalGetTailTargetToConfidenceThresholds().getMap().size();
+    }
+    /**
+     * <code>map&lt;string, .asgt.type.ConfidenceThresholds&gt; tail_target_to_confidence_thresholds = 12 [json_name = "tailTargetToConfidenceThresholds"];</code>
+     */
+    @java.lang.Override
+    public boolean containsTailTargetToConfidenceThresholds(
+        java.lang.String key) {
+      if (key == null) { throw new NullPointerException("map key"); }
+      return internalGetTailTargetToConfidenceThresholds().getMap().containsKey(key);
+    }
+    /**
+     * Use {@link #getTailTargetToConfidenceThresholdsMap()} instead.
+     */
+    @java.lang.Override
+    @java.lang.Deprecated
+    public java.util.Map<java.lang.String, ai.visma.asgt.type.ConfidenceThresholds> getTailTargetToConfidenceThresholds() {
+      return getTailTargetToConfidenceThresholdsMap();
+    }
+    /**
+     * <code>map&lt;string, .asgt.type.ConfidenceThresholds&gt; tail_target_to_confidence_thresholds = 12 [json_name = "tailTargetToConfidenceThresholds"];</code>
+     */
+    @java.lang.Override
+    public java.util.Map<java.lang.String, ai.visma.asgt.type.ConfidenceThresholds> getTailTargetToConfidenceThresholdsMap() {
+      return internalGetTailTargetToConfidenceThresholds().getMap();
+    }
+    /**
+     * <code>map&lt;string, .asgt.type.ConfidenceThresholds&gt; tail_target_to_confidence_thresholds = 12 [json_name = "tailTargetToConfidenceThresholds"];</code>
+     */
+    @java.lang.Override
+    public /* nullable */
+ai.visma.asgt.type.ConfidenceThresholds getTailTargetToConfidenceThresholdsOrDefault(
+        java.lang.String key,
+        /* nullable */
+ai.visma.asgt.type.ConfidenceThresholds defaultValue) {
+      if (key == null) { throw new NullPointerException("map key"); }
+      java.util.Map<java.lang.String, ai.visma.asgt.type.ConfidenceThresholds> map =
+          internalGetTailTargetToConfidenceThresholds().getMap();
+      return map.containsKey(key) ? map.get(key) : defaultValue;
+    }
+    /**
+     * <code>map&lt;string, .asgt.type.ConfidenceThresholds&gt; tail_target_to_confidence_thresholds = 12 [json_name = "tailTargetToConfidenceThresholds"];</code>
+     */
+    @java.lang.Override
+    public ai.visma.asgt.type.ConfidenceThresholds getTailTargetToConfidenceThresholdsOrThrow(
+        java.lang.String key) {
+      if (key == null) { throw new NullPointerException("map key"); }
+      java.util.Map<java.lang.String, ai.visma.asgt.type.ConfidenceThresholds> map =
+          internalGetTailTargetToConfidenceThresholds().getMap();
+      if (!map.containsKey(key)) {
+        throw new java.lang.IllegalArgumentException();
+      }
+      return map.get(key);
+    }
+    public Builder clearTailTargetToConfidenceThresholds() {
+      bitField0_ = (bitField0_ & ~0x00000400);
+      internalGetMutableTailTargetToConfidenceThresholds().getMutableMap()
+          .clear();
+      return this;
+    }
+    /**
+     * <code>map&lt;string, .asgt.type.ConfidenceThresholds&gt; tail_target_to_confidence_thresholds = 12 [json_name = "tailTargetToConfidenceThresholds"];</code>
+     */
+    public Builder removeTailTargetToConfidenceThresholds(
+        java.lang.String key) {
+      if (key == null) { throw new NullPointerException("map key"); }
+      internalGetMutableTailTargetToConfidenceThresholds().getMutableMap()
+          .remove(key);
+      return this;
+    }
+    /**
+     * Use alternate mutation accessors instead.
+     */
+    @java.lang.Deprecated
+    public java.util.Map<java.lang.String, ai.visma.asgt.type.ConfidenceThresholds>
+        getMutableTailTargetToConfidenceThresholds() {
+      bitField0_ |= 0x00000400;
+      return internalGetMutableTailTargetToConfidenceThresholds().getMutableMap();
+    }
+    /**
+     * <code>map&lt;string, .asgt.type.ConfidenceThresholds&gt; tail_target_to_confidence_thresholds = 12 [json_name = "tailTargetToConfidenceThresholds"];</code>
+     */
+    public Builder putTailTargetToConfidenceThresholds(
+        java.lang.String key,
+        ai.visma.asgt.type.ConfidenceThresholds value) {
+      if (key == null) { throw new NullPointerException("map key"); }
+      if (value == null) { throw new NullPointerException("map value"); }
+      internalGetMutableTailTargetToConfidenceThresholds().getMutableMap()
+          .put(key, value);
+      bitField0_ |= 0x00000400;
+      return this;
+    }
+    /**
+     * <code>map&lt;string, .asgt.type.ConfidenceThresholds&gt; tail_target_to_confidence_thresholds = 12 [json_name = "tailTargetToConfidenceThresholds"];</code>
+     */
+    public Builder putAllTailTargetToConfidenceThresholds(
+        java.util.Map<java.lang.String, ai.visma.asgt.type.ConfidenceThresholds> values) {
+      internalGetMutableTailTargetToConfidenceThresholds().getMutableMap()
+          .putAll(values);
+      bitField0_ |= 0x00000400;
+      return this;
+    }
     @java.lang.Override
     public final Builder setUnknownFields(
         final com.google.protobuf.UnknownFieldSet unknownFields) {
diff --git a/gen/java/ai/visma/asgt/modelregistry/v1/RegisterModelRequestOrBuilder.java b/gen/java/ai/visma/asgt/modelregistry/v1/RegisterModelRequestOrBuilder.java
index 84bb54f3..f59bc546 100644
--- a/gen/java/ai/visma/asgt/modelregistry/v1/RegisterModelRequestOrBuilder.java
+++ b/gen/java/ai/visma/asgt/modelregistry/v1/RegisterModelRequestOrBuilder.java
@@ -185,4 +185,38 @@ ai.visma.asgt.type.ConfidenceThresholds getTargetToConfidenceThresholdsOrThrow(
    */
   com.google.protobuf.ByteString
       getMetricVersionBytes();
+
+  /**
+   * <code>map&lt;string, .asgt.type.ConfidenceThresholds&gt; tail_target_to_confidence_thresholds = 12 [json_name = "tailTargetToConfidenceThresholds"];</code>
+   */
+  int getTailTargetToConfidenceThresholdsCount();
+  /**
+   * <code>map&lt;string, .asgt.type.ConfidenceThresholds&gt; tail_target_to_confidence_thresholds = 12 [json_name = "tailTargetToConfidenceThresholds"];</code>
+   */
+  boolean containsTailTargetToConfidenceThresholds(
+      java.lang.String key);
+  /**
+   * Use {@link #getTailTargetToConfidenceThresholdsMap()} instead.
+   */
+  @java.lang.Deprecated
+  java.util.Map<java.lang.String, ai.visma.asgt.type.ConfidenceThresholds>
+  getTailTargetToConfidenceThresholds();
+  /**
+   * <code>map&lt;string, .asgt.type.ConfidenceThresholds&gt; tail_target_to_confidence_thresholds = 12 [json_name = "tailTargetToConfidenceThresholds"];</code>
+   */
+  java.util.Map<java.lang.String, ai.visma.asgt.type.ConfidenceThresholds>
+  getTailTargetToConfidenceThresholdsMap();
+  /**
+   * <code>map&lt;string, .asgt.type.ConfidenceThresholds&gt; tail_target_to_confidence_thresholds = 12 [json_name = "tailTargetToConfidenceThresholds"];</code>
+   */
+  /* nullable */
+ai.visma.asgt.type.ConfidenceThresholds getTailTargetToConfidenceThresholdsOrDefault(
+      java.lang.String key,
+      /* nullable */
+ai.visma.asgt.type.ConfidenceThresholds defaultValue);
+  /**
+   * <code>map&lt;string, .asgt.type.ConfidenceThresholds&gt; tail_target_to_confidence_thresholds = 12 [json_name = "tailTargetToConfidenceThresholds"];</code>
+   */
+  ai.visma.asgt.type.ConfidenceThresholds getTailTargetToConfidenceThresholdsOrThrow(
+      java.lang.String key);
 }
diff --git a/gen/js/asgt/modelregistry/v1/model_registry_pb.d.ts b/gen/js/asgt/modelregistry/v1/model_registry_pb.d.ts
index f4323a06..ef6cbc22 100644
--- a/gen/js/asgt/modelregistry/v1/model_registry_pb.d.ts
+++ b/gen/js/asgt/modelregistry/v1/model_registry_pb.d.ts
@@ -51,6 +51,9 @@ export class RegisterModelRequest extends jspb.Message {
   getMetricVersion(): string;
   setMetricVersion(value: string): RegisterModelRequest;
 
+  getTailTargetToConfidenceThresholdsMap(): jspb.Map<string, asgt_type_model_pb.ConfidenceThresholds>;
+  clearTailTargetToConfidenceThresholdsMap(): RegisterModelRequest;
+
   serializeBinary(): Uint8Array;
   toObject(includeInstance?: boolean): RegisterModelRequest.AsObject;
   static toObject(includeInstance: boolean, msg: RegisterModelRequest): RegisterModelRequest.AsObject;
@@ -71,6 +74,7 @@ export namespace RegisterModelRequest {
     datasetStatistics?: asgt_type_dataset_statistics_pb.DatasetStatistics.AsObject,
     targetToConfidenceThresholdsMap: Array<[string, asgt_type_model_pb.ConfidenceThresholds.AsObject]>,
     metricVersion: string,
+    tailTargetToConfidenceThresholdsMap: Array<[string, asgt_type_model_pb.ConfidenceThresholds.AsObject]>,
   }
 }
 
diff --git a/gen/js/asgt/modelregistry/v1/model_registry_pb.js b/gen/js/asgt/modelregistry/v1/model_registry_pb.js
index 9f9ed47a..eca4bf61 100644
--- a/gen/js/asgt/modelregistry/v1/model_registry_pb.js
+++ b/gen/js/asgt/modelregistry/v1/model_registry_pb.js
@@ -152,7 +152,8 @@ proto.asgt.modelregistry.v1.RegisterModelRequest.toObject = function(includeInst
     trainStatistics: (f = msg.getTrainStatistics()) && asgt_type_train_statistics_pb.TrainStatistics.toObject(includeInstance, f),
     datasetStatistics: (f = msg.getDatasetStatistics()) && asgt_type_dataset_statistics_pb.DatasetStatistics.toObject(includeInstance, f),
     targetToConfidenceThresholdsMap: (f = msg.getTargetToConfidenceThresholdsMap()) ? f.toObject(includeInstance, proto.asgt.type.ConfidenceThresholds.toObject) : [],
-    metricVersion: jspb.Message.getFieldWithDefault(msg, 11, "")
+    metricVersion: jspb.Message.getFieldWithDefault(msg, 11, ""),
+    tailTargetToConfidenceThresholdsMap: (f = msg.getTailTargetToConfidenceThresholdsMap()) ? f.toObject(includeInstance, proto.asgt.type.ConfidenceThresholds.toObject) : []
   };
 
   if (includeInstance) {
@@ -238,6 +239,12 @@ proto.asgt.modelregistry.v1.RegisterModelRequest.deserializeBinaryFromReader = f
       var value = /** @type {string} */ (reader.readString());
       msg.setMetricVersion(value);
       break;
+    case 12:
+      var value = msg.getTailTargetToConfidenceThresholdsMap();
+      reader.readMessage(value, function(message, reader) {
+        jspb.Map.deserializeBinary(message, reader, jspb.BinaryReader.prototype.readString, jspb.BinaryReader.prototype.readMessage, proto.asgt.type.ConfidenceThresholds.deserializeBinaryFromReader, "", new proto.asgt.type.ConfidenceThresholds());
+         });
+      break;
     default:
       reader.skipField();
       break;
@@ -336,6 +343,10 @@ proto.asgt.modelregistry.v1.RegisterModelRequest.serializeBinaryToWriter = funct
       f
     );
   }
+  f = message.getTailTargetToConfidenceThresholdsMap(true);
+  if (f && f.getLength() > 0) {
+    f.serializeBinary(12, writer, jspb.BinaryWriter.prototype.writeString, jspb.BinaryWriter.prototype.writeMessage, proto.asgt.type.ConfidenceThresholds.serializeBinaryToWriter);
+  }
 };
 
 
@@ -625,6 +636,29 @@ proto.asgt.modelregistry.v1.RegisterModelRequest.prototype.setMetricVersion = fu
 };
 
 
+/**
+ * map<string, asgt.type.ConfidenceThresholds> tail_target_to_confidence_thresholds = 12;
+ * @param {boolean=} opt_noLazyCreate Do not create the map if
+ * empty, instead returning `undefined`
+ * @return {!jspb.Map<string,!proto.asgt.type.ConfidenceThresholds>}
+ */
+proto.asgt.modelregistry.v1.RegisterModelRequest.prototype.getTailTargetToConfidenceThresholdsMap = function(opt_noLazyCreate) {
+  return /** @type {!jspb.Map<string,!proto.asgt.type.ConfidenceThresholds>} */ (
+      jspb.Message.getMapField(this, 12, opt_noLazyCreate,
+      proto.asgt.type.ConfidenceThresholds));
+};
+
+
+/**
+ * Clears values from the map. The map will be non-null.
+ * @return {!proto.asgt.modelregistry.v1.RegisterModelRequest} returns this
+ */
+proto.asgt.modelregistry.v1.RegisterModelRequest.prototype.clearTailTargetToConfidenceThresholdsMap = function() {
+  this.getTailTargetToConfidenceThresholdsMap().clear();
+  return this;
+};
+
+
 
 
 
diff --git a/gen/python/asgt/modelregistry/v1/model_registry_pb2.py b/gen/python/asgt/modelregistry/v1/model_registry_pb2.py
index 5dda2b75..c69ffa34 100644
--- a/gen/python/asgt/modelregistry/v1/model_registry_pb2.py
+++ b/gen/python/asgt/modelregistry/v1/model_registry_pb2.py
@@ -21,7 +21,7 @@
 from google.protobuf import empty_pb2 as google_dot_protobuf_dot_empty__pb2
 
 
-DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n*asgt/modelregistry/v1/model_registry.proto\x12\x15\x61sgt.modelregistry.v1\x1a\x17\x61sgt/type/dataset.proto\x1a\"asgt/type/dataset_statistics.proto\x1a\x15\x61sgt/type/model.proto\x1a\x1a\x61sgt/type/prediction.proto\x1a\x18\x61sgt/type/revision.proto\x1a\x1e\x61sgt/type/target_metrics.proto\x1a asgt/type/train_statistics.proto\x1a\x1bgoogle/protobuf/empty.proto\"\xf0\x06\n\x14RegisterModelRequest\x12,\n\x07\x64\x61taset\x18\x01 \x01(\x0b\x32\x12.asgt.type.DatasetR\x07\x64\x61taset\x12/\n\x08revision\x18\x02 \x01(\x0b\x32\x13.asgt.type.RevisionR\x08revision\x12#\n\rmodel_version\x18\x03 \x01(\x03R\x0cmodelVersion\x12R\n\x07metrics\x18\x04 \x03(\x0b\x32\x38.asgt.modelregistry.v1.RegisterModelRequest.MetricsEntryR\x07metrics\x12?\n\x0etarget_metrics\x18\x05 \x03(\x0b\x32\x18.asgt.type.TargetMetricsR\rtargetMetrics\x12\x39\n\ninput_type\x18\x06 \x01(\x0e\x32\x1a.asgt.type.Model.InputTypeR\tinputType\x12\x45\n\x10train_statistics\x18\x07 \x01(\x0b\x32\x1a.asgt.type.TrainStatisticsR\x0ftrainStatistics\x12K\n\x12\x64\x61taset_statistics\x18\x08 \x01(\x0b\x32\x1c.asgt.type.DatasetStatisticsR\x11\x64\x61tasetStatistics\x12\x94\x01\n\x1ftarget_to_confidence_thresholds\x18\n \x03(\x0b\x32M.asgt.modelregistry.v1.RegisterModelRequest.TargetToConfidenceThresholdsEntryR\x1ctargetToConfidenceThresholds\x12%\n\x0emetric_version\x18\x0b \x01(\tR\rmetricVersion\x1a:\n\x0cMetricsEntry\x12\x10\n\x03key\x18\x01 \x01(\tR\x03key\x12\x14\n\x05value\x18\x02 \x01(\x05R\x05value:\x02\x38\x01\x1ap\n!TargetToConfidenceThresholdsEntry\x12\x10\n\x03key\x18\x01 \x01(\tR\x03key\x12\x35\n\x05value\x18\x02 \x01(\x0b\x32\x1f.asgt.type.ConfidenceThresholdsR\x05value:\x02\x38\x01J\x04\x08\t\x10\n\"F\n\x16GetCurrentModelRequest\x12,\n\x07\x64\x61taset\x18\x01 \x01(\x0b\x32\x12.asgt.type.DatasetR\x07\x64\x61taset\"A\n\x17GetCurrentModelResponse\x12&\n\x05model\x18\x01 \x01(\x0b\x32\x10.asgt.type.ModelR\x05model2\xcd\x02\n\rModelRegistry\x12T\n\rRegisterModel\x12+.asgt.modelregistry.v1.RegisterModelRequest\x1a\x16.google.protobuf.Empty\x12p\n\x0fGetCurrentModel\x12-.asgt.modelregistry.v1.GetCurrentModelRequest\x1a..asgt.modelregistry.v1.GetCurrentModelResponse\x12t\n\x13GetCurrentFullModel\x12-.asgt.modelregistry.v1.GetCurrentModelRequest\x1a..asgt.modelregistry.v1.GetCurrentModelResponseBIZGgithub.com/e-conomic/vmlapis/gen/go/asgt/modelregistry/v1;modelregistryb\x06proto3')
+DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n*asgt/modelregistry/v1/model_registry.proto\x12\x15\x61sgt.modelregistry.v1\x1a\x17\x61sgt/type/dataset.proto\x1a\"asgt/type/dataset_statistics.proto\x1a\x15\x61sgt/type/model.proto\x1a\x1a\x61sgt/type/prediction.proto\x1a\x18\x61sgt/type/revision.proto\x1a\x1e\x61sgt/type/target_metrics.proto\x1a asgt/type/train_statistics.proto\x1a\x1bgoogle/protobuf/empty.proto\"\x8a\t\n\x14RegisterModelRequest\x12,\n\x07\x64\x61taset\x18\x01 \x01(\x0b\x32\x12.asgt.type.DatasetR\x07\x64\x61taset\x12/\n\x08revision\x18\x02 \x01(\x0b\x32\x13.asgt.type.RevisionR\x08revision\x12#\n\rmodel_version\x18\x03 \x01(\x03R\x0cmodelVersion\x12R\n\x07metrics\x18\x04 \x03(\x0b\x32\x38.asgt.modelregistry.v1.RegisterModelRequest.MetricsEntryR\x07metrics\x12?\n\x0etarget_metrics\x18\x05 \x03(\x0b\x32\x18.asgt.type.TargetMetricsR\rtargetMetrics\x12\x39\n\ninput_type\x18\x06 \x01(\x0e\x32\x1a.asgt.type.Model.InputTypeR\tinputType\x12\x45\n\x10train_statistics\x18\x07 \x01(\x0b\x32\x1a.asgt.type.TrainStatisticsR\x0ftrainStatistics\x12K\n\x12\x64\x61taset_statistics\x18\x08 \x01(\x0b\x32\x1c.asgt.type.DatasetStatisticsR\x11\x64\x61tasetStatistics\x12\x94\x01\n\x1ftarget_to_confidence_thresholds\x18\n \x03(\x0b\x32M.asgt.modelregistry.v1.RegisterModelRequest.TargetToConfidenceThresholdsEntryR\x1ctargetToConfidenceThresholds\x12%\n\x0emetric_version\x18\x0b \x01(\tR\rmetricVersion\x12\xa1\x01\n$tail_target_to_confidence_thresholds\x18\x0c \x03(\x0b\x32Q.asgt.modelregistry.v1.RegisterModelRequest.TailTargetToConfidenceThresholdsEntryR tailTargetToConfidenceThresholds\x1a:\n\x0cMetricsEntry\x12\x10\n\x03key\x18\x01 \x01(\tR\x03key\x12\x14\n\x05value\x18\x02 \x01(\x05R\x05value:\x02\x38\x01\x1ap\n!TargetToConfidenceThresholdsEntry\x12\x10\n\x03key\x18\x01 \x01(\tR\x03key\x12\x35\n\x05value\x18\x02 \x01(\x0b\x32\x1f.asgt.type.ConfidenceThresholdsR\x05value:\x02\x38\x01\x1at\n%TailTargetToConfidenceThresholdsEntry\x12\x10\n\x03key\x18\x01 \x01(\tR\x03key\x12\x35\n\x05value\x18\x02 \x01(\x0b\x32\x1f.asgt.type.ConfidenceThresholdsR\x05value:\x02\x38\x01J\x04\x08\t\x10\n\"F\n\x16GetCurrentModelRequest\x12,\n\x07\x64\x61taset\x18\x01 \x01(\x0b\x32\x12.asgt.type.DatasetR\x07\x64\x61taset\"A\n\x17GetCurrentModelResponse\x12&\n\x05model\x18\x01 \x01(\x0b\x32\x10.asgt.type.ModelR\x05model2\xcd\x02\n\rModelRegistry\x12T\n\rRegisterModel\x12+.asgt.modelregistry.v1.RegisterModelRequest\x1a\x16.google.protobuf.Empty\x12p\n\x0fGetCurrentModel\x12-.asgt.modelregistry.v1.GetCurrentModelRequest\x1a..asgt.modelregistry.v1.GetCurrentModelResponse\x12t\n\x13GetCurrentFullModel\x12-.asgt.modelregistry.v1.GetCurrentModelRequest\x1a..asgt.modelregistry.v1.GetCurrentModelResponseBIZGgithub.com/e-conomic/vmlapis/gen/go/asgt/modelregistry/v1;modelregistryb\x06proto3')
 
 _globals = globals()
 _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals)
@@ -34,16 +34,20 @@
   _REGISTERMODELREQUEST_METRICSENTRY._serialized_options = b'8\001'
   _REGISTERMODELREQUEST_TARGETTOCONFIDENCETHRESHOLDSENTRY._options = None
   _REGISTERMODELREQUEST_TARGETTOCONFIDENCETHRESHOLDSENTRY._serialized_options = b'8\001'
+  _REGISTERMODELREQUEST_TAILTARGETTOCONFIDENCETHRESHOLDSENTRY._options = None
+  _REGISTERMODELREQUEST_TAILTARGETTOCONFIDENCETHRESHOLDSENTRY._serialized_options = b'8\001'
   _globals['_REGISTERMODELREQUEST']._serialized_start=303
-  _globals['_REGISTERMODELREQUEST']._serialized_end=1183
-  _globals['_REGISTERMODELREQUEST_METRICSENTRY']._serialized_start=1005
-  _globals['_REGISTERMODELREQUEST_METRICSENTRY']._serialized_end=1063
-  _globals['_REGISTERMODELREQUEST_TARGETTOCONFIDENCETHRESHOLDSENTRY']._serialized_start=1065
-  _globals['_REGISTERMODELREQUEST_TARGETTOCONFIDENCETHRESHOLDSENTRY']._serialized_end=1177
-  _globals['_GETCURRENTMODELREQUEST']._serialized_start=1185
-  _globals['_GETCURRENTMODELREQUEST']._serialized_end=1255
-  _globals['_GETCURRENTMODELRESPONSE']._serialized_start=1257
-  _globals['_GETCURRENTMODELRESPONSE']._serialized_end=1322
-  _globals['_MODELREGISTRY']._serialized_start=1325
-  _globals['_MODELREGISTRY']._serialized_end=1658
+  _globals['_REGISTERMODELREQUEST']._serialized_end=1465
+  _globals['_REGISTERMODELREQUEST_METRICSENTRY']._serialized_start=1169
+  _globals['_REGISTERMODELREQUEST_METRICSENTRY']._serialized_end=1227
+  _globals['_REGISTERMODELREQUEST_TARGETTOCONFIDENCETHRESHOLDSENTRY']._serialized_start=1229
+  _globals['_REGISTERMODELREQUEST_TARGETTOCONFIDENCETHRESHOLDSENTRY']._serialized_end=1341
+  _globals['_REGISTERMODELREQUEST_TAILTARGETTOCONFIDENCETHRESHOLDSENTRY']._serialized_start=1343
+  _globals['_REGISTERMODELREQUEST_TAILTARGETTOCONFIDENCETHRESHOLDSENTRY']._serialized_end=1459
+  _globals['_GETCURRENTMODELREQUEST']._serialized_start=1467
+  _globals['_GETCURRENTMODELREQUEST']._serialized_end=1537
+  _globals['_GETCURRENTMODELRESPONSE']._serialized_start=1539
+  _globals['_GETCURRENTMODELRESPONSE']._serialized_end=1604
+  _globals['_MODELREGISTRY']._serialized_start=1607
+  _globals['_MODELREGISTRY']._serialized_end=1940
 # @@protoc_insertion_point(module_scope)
diff --git a/gen/python/asgt/modelregistry/v1/model_registry_pb2.pyi b/gen/python/asgt/modelregistry/v1/model_registry_pb2.pyi
index e065b51b..351ca722 100644
--- a/gen/python/asgt/modelregistry/v1/model_registry_pb2.pyi
+++ b/gen/python/asgt/modelregistry/v1/model_registry_pb2.pyi
@@ -14,7 +14,7 @@ from typing import ClassVar as _ClassVar, Iterable as _Iterable, Mapping as _Map
 DESCRIPTOR: _descriptor.FileDescriptor
 
 class RegisterModelRequest(_message.Message):
-    __slots__ = ["dataset", "revision", "model_version", "metrics", "target_metrics", "input_type", "train_statistics", "dataset_statistics", "target_to_confidence_thresholds", "metric_version"]
+    __slots__ = ["dataset", "revision", "model_version", "metrics", "target_metrics", "input_type", "train_statistics", "dataset_statistics", "target_to_confidence_thresholds", "metric_version", "tail_target_to_confidence_thresholds"]
     class MetricsEntry(_message.Message):
         __slots__ = ["key", "value"]
         KEY_FIELD_NUMBER: _ClassVar[int]
@@ -29,6 +29,13 @@ class RegisterModelRequest(_message.Message):
         key: str
         value: _model_pb2.ConfidenceThresholds
         def __init__(self, key: _Optional[str] = ..., value: _Optional[_Union[_model_pb2.ConfidenceThresholds, _Mapping]] = ...) -> None: ...
+    class TailTargetToConfidenceThresholdsEntry(_message.Message):
+        __slots__ = ["key", "value"]
+        KEY_FIELD_NUMBER: _ClassVar[int]
+        VALUE_FIELD_NUMBER: _ClassVar[int]
+        key: str
+        value: _model_pb2.ConfidenceThresholds
+        def __init__(self, key: _Optional[str] = ..., value: _Optional[_Union[_model_pb2.ConfidenceThresholds, _Mapping]] = ...) -> None: ...
     DATASET_FIELD_NUMBER: _ClassVar[int]
     REVISION_FIELD_NUMBER: _ClassVar[int]
     MODEL_VERSION_FIELD_NUMBER: _ClassVar[int]
@@ -39,6 +46,7 @@ class RegisterModelRequest(_message.Message):
     DATASET_STATISTICS_FIELD_NUMBER: _ClassVar[int]
     TARGET_TO_CONFIDENCE_THRESHOLDS_FIELD_NUMBER: _ClassVar[int]
     METRIC_VERSION_FIELD_NUMBER: _ClassVar[int]
+    TAIL_TARGET_TO_CONFIDENCE_THRESHOLDS_FIELD_NUMBER: _ClassVar[int]
     dataset: _dataset_pb2.Dataset
     revision: _revision_pb2.Revision
     model_version: int
@@ -49,7 +57,8 @@ class RegisterModelRequest(_message.Message):
     dataset_statistics: _dataset_statistics_pb2.DatasetStatistics
     target_to_confidence_thresholds: _containers.MessageMap[str, _model_pb2.ConfidenceThresholds]
     metric_version: str
-    def __init__(self, dataset: _Optional[_Union[_dataset_pb2.Dataset, _Mapping]] = ..., revision: _Optional[_Union[_revision_pb2.Revision, _Mapping]] = ..., model_version: _Optional[int] = ..., metrics: _Optional[_Mapping[str, int]] = ..., target_metrics: _Optional[_Iterable[_Union[_target_metrics_pb2.TargetMetrics, _Mapping]]] = ..., input_type: _Optional[_Union[_model_pb2.Model.InputType, str]] = ..., train_statistics: _Optional[_Union[_train_statistics_pb2.TrainStatistics, _Mapping]] = ..., dataset_statistics: _Optional[_Union[_dataset_statistics_pb2.DatasetStatistics, _Mapping]] = ..., target_to_confidence_thresholds: _Optional[_Mapping[str, _model_pb2.ConfidenceThresholds]] = ..., metric_version: _Optional[str] = ...) -> None: ...
+    tail_target_to_confidence_thresholds: _containers.MessageMap[str, _model_pb2.ConfidenceThresholds]
+    def __init__(self, dataset: _Optional[_Union[_dataset_pb2.Dataset, _Mapping]] = ..., revision: _Optional[_Union[_revision_pb2.Revision, _Mapping]] = ..., model_version: _Optional[int] = ..., metrics: _Optional[_Mapping[str, int]] = ..., target_metrics: _Optional[_Iterable[_Union[_target_metrics_pb2.TargetMetrics, _Mapping]]] = ..., input_type: _Optional[_Union[_model_pb2.Model.InputType, str]] = ..., train_statistics: _Optional[_Union[_train_statistics_pb2.TrainStatistics, _Mapping]] = ..., dataset_statistics: _Optional[_Union[_dataset_statistics_pb2.DatasetStatistics, _Mapping]] = ..., target_to_confidence_thresholds: _Optional[_Mapping[str, _model_pb2.ConfidenceThresholds]] = ..., metric_version: _Optional[str] = ..., tail_target_to_confidence_thresholds: _Optional[_Mapping[str, _model_pb2.ConfidenceThresholds]] = ...) -> None: ...
 
 class GetCurrentModelRequest(_message.Message):
     __slots__ = ["dataset"]