{"id":"W1554883658","doi":"","title":"Pro$: A New Profit-Based Genetic Selection Index in Canada","year":2015,"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":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Dairy Network; Canadian Dairy Commission","funders":"","keywords":"Sire; Profitability index; Profit (economics); Herd; Breed; Agricultural science; Revenue; Net profit; Business; Economics; Statistics; Mathematics; Animal science; Finance; Biology; Microeconomics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000817172,0.0004411381,0.0002977123,0.0001826804,0.00007022721,0.00008540155,0.0007763813,0.0002406026,0.004775436],"category_scores_gemma":[0.0004535039,0.0004785717,0.0000986602,0.0002499058,0.00004319704,0.000005192384,0.0002002734,0.00030732,0.0005228911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007786388,"about_ca_system_score_gemma":0.004620051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3058871,"about_ca_topic_score_gemma":0.3443949,"domain_scores_codex":[0.9960898,0.0003401985,0.0008257317,0.0009076056,0.001324716,0.0005119134],"domain_scores_gemma":[0.9976,0.00005196256,0.0003406305,0.0004530395,0.001193796,0.000360596],"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":[0.001909352,0.0003257273,0.07658534,0.00007340871,0.0002390754,0.00001010805,0.000303125,0.3341313,0.001844843,0.0004088029,0.574833,0.009335901],"study_design_scores_gemma":[0.006957375,0.0005064804,0.1210278,0.0001529331,0.00007816096,0.00007843434,0.0006275513,0.02067736,0.003370592,0.0006230731,0.8449774,0.0009227489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8747489,0.001092591,0.0354669,0.06375634,0.002610883,0.003038275,0.00009089162,0.0001032891,0.01909192],"genre_scores_gemma":[0.9665499,0.000008555049,0.02063412,0.007495665,0.0008133581,0.0003308033,0.0004718141,0.00007820872,0.00361763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.313454,"threshold_uncertainty_score":0.9997666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0295303942774817,"score_gpt":0.2683414396074057,"score_spread":0.238811045329924,"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."}}