{"id":"W2131643522","doi":"","title":"Experiences in validating genomic evaluations","year":2009,"lang":"en","type":"article","venue":"Bulletin - International Bull Evaluation Service/Interbull bulletin","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genomic information; Biology; Genomic selection; Statistics; Animal science; Genetics; Mathematics; Genome; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001618032,0.0004101074,0.0002877124,0.0002222624,0.0001652016,0.0001432215,0.0009625365,0.0002507872,0.01321954],"category_scores_gemma":[0.0005622016,0.0004417818,0.0001586351,0.0002025165,0.00007740751,0.000008518551,0.0002074323,0.0002602012,0.001257993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001503565,"about_ca_system_score_gemma":0.0001927059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000103527,"about_ca_topic_score_gemma":0.00005508424,"domain_scores_codex":[0.996276,0.0003908833,0.0009181884,0.0009462637,0.0009852001,0.0004835011],"domain_scores_gemma":[0.99806,0.00008001494,0.0003418969,0.0005771241,0.0007918002,0.000149103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003095384,0.0040953,0.008087006,0.0001374737,0.0008310478,0.00002347281,0.02204055,0.182613,0.205056,0.01798785,0.4409949,0.115038],"study_design_scores_gemma":[0.006543181,0.001307233,0.09969886,0.0003023308,0.0001510078,0.0001299932,0.009427593,0.005145932,0.0150831,0.004246532,0.8562661,0.00169811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9202068,0.0007401191,0.004987888,0.03202219,0.00103705,0.001149903,0.00003355675,0.00007038791,0.03975209],"genre_scores_gemma":[0.9709415,0.00003824272,0.01777745,0.007496875,0.0007296765,0.0003770923,0.0005621217,0.00004219299,0.002034839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4152712,"threshold_uncertainty_score":0.9998034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02680982975469967,"score_gpt":0.3129261124796205,"score_spread":0.2861162827249208,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}