{"id":"W1515231777","doi":"10.5772/50777","title":"Regulation of Mammary Development as It Relates to Changes in Milk Production Efficiency","year":2012,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Milk production; Production (economics); Lactation; Biology; Animal science; Economics; Pregnancy; Genetics","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":[0.0001168145,0.0004512442,0.0004547715,0.000767609,0.0001579248,0.001126981,0.0003914633,0.00055401,0.00660135],"category_scores_gemma":[0.00009082881,0.0002295857,0.000244867,0.0008015197,0.0004209555,0.0006733753,0.0004676594,0.001236273,0.003819094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004570686,"about_ca_system_score_gemma":0.0002240264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005155899,"about_ca_topic_score_gemma":0.0006586689,"domain_scores_codex":[0.999946,0.000004701297,0.000002109584,0.00001642103,0.00002419107,0.000006483923],"domain_scores_gemma":[0.9999753,0.000009486133,0.00000438989,0.00000227333,0.000004727818,0.000003733006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001883446,0.00008511262,0.0004892977,0.001870522,0.00003184335,0.0005568697,0.0003405161,0.001883229,0.1678707,0.05130969,0.03452674,0.7408472],"study_design_scores_gemma":[0.00002011768,0.0002288269,0.01246442,0.001018768,0.00006124536,0.003605866,0.000159132,0.001434656,0.03578843,0.02848322,0.9166632,0.00007212792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0133034,0.7718041,0.01387413,0.002287804,0.001065649,0.00005286602,0.0007182778,0.000506305,0.1963874],"genre_scores_gemma":[0.07465066,0.6880544,0.01152959,0.0009109837,0.0007220983,0.0001479014,0.0008466066,0.0001619022,0.222976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00660135,"threshold_uncertainty_score":0.02208376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03235693763089432,"score_gpt":0.2353180471508944,"score_spread":0.2029611095200001,"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."}}