{"id":"W4310733545","doi":"10.1016/j.domaniend.2022.106784","title":"The impact of environmental and nutritional stresses on milk fat synthesis in dairy cows","year":2022,"lang":"en","type":"review","venue":"Domestic Animal Endocrinology","topic":"Effects of Environmental Stressors on Livestock","field":"Agricultural and Biological Sciences","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre de Recherche en Sciences Animales de Deschambault","funders":"","keywords":"Lactation; Stressor; Heat stress; Milk fat; Biology; Adipose tissue; Nutrient; Obesity; Animal science; Food science; Endocrinology; Pregnancy; Ecology","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":[0.0006474529,0.0008537393,0.001579635,0.001424786,0.0001785488,0.00107153,0.0006633046,0.0009131078,0.001239076],"category_scores_gemma":[0.0006832005,0.000228107,0.0004257878,0.001859357,0.0003634977,0.0005725302,0.0006105684,0.0008974001,0.0005352597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003919233,"about_ca_system_score_gemma":0.0008710191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002167375,"about_ca_topic_score_gemma":0.002945157,"domain_scores_codex":[0.9998701,0.00001906924,0.00001934783,0.00003628441,0.00004036527,0.00001485671],"domain_scores_gemma":[0.999715,0.0001491791,0.00005326801,0.000005806,0.00005486994,0.00002190226],"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":[0.0002190194,0.00007168625,0.0006093642,0.0209618,0.0002283398,0.0001588596,0.00005511309,0.0004795885,0.002565364,0.0007895489,0.006941153,0.9669201],"study_design_scores_gemma":[0.00009068392,0.0006205415,0.01391138,0.01367405,0.001569687,0.001861812,0.0003331103,0.0003682614,0.002403719,0.003250536,0.9618271,0.00008912547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001519196,0.9995433,0.0000410119,0.00005464741,0.00003387968,0.000001225648,0.00001243545,0.00000149142,0.0001601055],"genre_scores_gemma":[0.000637785,0.9990839,0.00006100396,0.00005151221,0.00005211673,0.000002120489,0.00001679815,3.48073e-7,0.00009441622],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002167375,"threshold_uncertainty_score":0.004309595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02913386891383715,"score_gpt":0.2876095230463794,"score_spread":0.2584756541325423,"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."}}