{"id":"W1976369789","doi":"10.3168/jds.s0022-0302(07)71644-2","title":"A Total Merit Selection Index for Ontario Organic Dairy Farmers","year":2007,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Agriculture and Agri-Food Canada","funders":"","keywords":"Culling; Somatic cell count; Crossbreed; Index (typography); Fertility; Organic farming; Biology; Biotechnology; Animal science; Agricultural science; Lactation; Agriculture; Medicine; Environmental health; Herd; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005667396,0.0002560684,0.0001575116,0.001529776,0.0007139858,0.000623344,0.000308458,0.0001457992,0.002335765],"category_scores_gemma":[0.001842887,0.0000901836,0.0001784968,0.001844762,0.0002698589,0.0001837816,0.0003485489,0.0001167866,0.0002822848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004595499,"about_ca_system_score_gemma":0.003133087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5392511,"about_ca_topic_score_gemma":0.8123524,"domain_scores_codex":[0.9996492,0.00002510151,0.00001788338,0.00003938561,0.000202672,0.0000657476],"domain_scores_gemma":[0.9988874,0.00007349657,0.0002872925,0.00003457162,0.0004800743,0.0002371175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001654039,0.0000419423,0.963836,0.00002379277,0.00002418275,0.0001323664,0.0005496332,0.0005325633,0.001945117,0.0001896829,0.002230027,0.03032926],"study_design_scores_gemma":[0.000006063712,0.00005733864,0.9965813,0.000004985244,0.000007044085,0.00004610322,0.0002919159,0.0008999728,0.0001278985,0.00004076324,0.001931645,0.00000508146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884536,0.00005944896,0.0004782107,0.00006556422,0.000005694946,0.00006017618,0.001049319,0.00001773322,0.009810236],"genre_scores_gemma":[0.9918292,0.00008783616,0.001786278,0.00001335976,0.00000603975,0.00003523998,0.001543373,0.000007753395,0.004690845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4607489,"threshold_uncertainty_score":0.9269246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006834926869418901,"score_gpt":0.231081035240834,"score_spread":0.2242461083714151,"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."}}