{"id":"W6904763880","doi":"10.14288/1.0142436","title":"University of British Columbia Dairy Cattle Judging Team","year":2003,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dairy cattle; Dairy farming; Dairy industry; Milk production; Animal health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006222854,0.0004944496,0.0003801441,0.001292065,0.004346387,0.002557695,0.001108005,0.001217341,0.4960693],"category_scores_gemma":[0.002264045,0.0003390166,0.00017884,0.001065759,0.0004109788,0.0006171765,0.0007591745,0.0009488382,0.1402105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005729138,"about_ca_system_score_gemma":0.01267455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6110063,"about_ca_topic_score_gemma":0.9054003,"domain_scores_codex":[0.9993759,0.00003938585,0.00001563777,0.00007278084,0.0003301028,0.0001661959],"domain_scores_gemma":[0.9968509,0.0001761132,0.00004656043,0.0001474753,0.002084061,0.0006948644],"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":[0.00005678573,0.00004369899,0.0009999764,0.00002610307,0.000001199408,0.00005817367,0.00007315377,0.00006654867,0.0001396375,0.0008936017,0.9445818,0.05305919],"study_design_scores_gemma":[0.00002060025,0.00001491057,0.007418745,0.00005914801,0.000004069363,0.00003385947,0.0004478063,0.0002919778,0.0003130204,0.0003144941,0.9910693,0.00001205281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002519613,0.000208566,0.0002551639,0.001324843,0.0002519793,0.00008243593,0.004565292,0.0004752894,0.9903169],"genre_scores_gemma":[0.004308758,0.00008997227,0.0002657036,0.0001374892,0.00001248533,0.00001553632,0.0008650423,0.00008603631,0.9942189],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6110063,"threshold_uncertainty_score":0.7825691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007173856473644411,"score_gpt":0.1668577386631866,"score_spread":0.1596838821895422,"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."}}