{"id":"W2162065459","doi":"10.3168/jds.s0022-0302(05)72977-5","title":"Maximization of Lactation Milk Production Without Decreasing Persistency","year":2005,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Lactation; Selection (genetic algorithm); Index (typography); Mathematics; Animal science; Trait; Statistics; Biology; Genetics; Pregnancy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0004539473,0.0003768911,0.0003506657,0.0002919237,0.000143964,0.000430385,0.0004557555,0.0002141853,0.0008166516],"category_scores_gemma":[0.0005267504,0.0001055262,0.0002261981,0.0002546325,0.0001737617,0.0002677615,0.0004679818,0.0003663936,0.0001975687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000341552,"about_ca_system_score_gemma":0.0004083634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003557773,"about_ca_topic_score_gemma":0.0007471741,"domain_scores_codex":[0.9996434,0.00007424284,0.00002744904,0.0001073435,0.00009976404,0.00004778616],"domain_scores_gemma":[0.9995961,0.0001250093,0.0001339127,0.0000578738,0.00003025938,0.00005687351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006173806,0.0002532141,0.00844722,0.0001263277,0.0000723868,0.00005582087,0.00009996517,0.004445787,0.9049397,0.0008849525,0.0001002168,0.07995706],"study_design_scores_gemma":[0.0003107974,0.01641034,0.1656657,0.0000669986,0.0004022114,0.001243518,0.0002963965,0.04114353,0.7521056,0.001923879,0.02027179,0.0001592219],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984359,0.0005247763,0.01272388,0.00004136438,0.000004728442,0.0000330464,0.00008225214,0.00007806296,0.002152937],"genre_scores_gemma":[0.9827252,0.0003765284,0.01468144,0.0000485433,0.00001274374,0.00006704031,0.000221635,0.00004608857,0.001820752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008166516,"threshold_uncertainty_score":0.002731919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307827098814304,"score_gpt":0.2558921358539549,"score_spread":0.2428138648658119,"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."}}