{"id":"W7019747115","doi":"","title":"Impact of dietary transition at dry off on the behavior and physiology of dairy cows","year":2018,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Humanities and Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dry matter; Nutrient; Ruminating; Milking; Nutrient density; Dairy cattle; Rumen","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004532924,0.00009615293,0.0002551661,0.00005400918,0.0009022744,0.000005877477,0.0004521199,0.0001604991,0.0007270387],"category_scores_gemma":[0.00002209435,0.00006851193,0.0002308667,0.0001613038,0.001625322,0.0000927935,0.0000342178,0.0001103021,0.000004404428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006459688,"about_ca_system_score_gemma":0.0001373587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03096168,"about_ca_topic_score_gemma":0.03799466,"domain_scores_codex":[0.9990419,0.0002490513,0.0001099782,0.0001393469,0.0003092804,0.000150406],"domain_scores_gemma":[0.9991446,0.000184737,0.0003270536,0.0001517199,0.000155186,0.00003672315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001087711,0.0002573976,0.001309557,0.0001236214,0.000255634,0.000003158796,0.9065498,0.00000819202,0.07247201,0.005663036,0.002916781,0.009353119],"study_design_scores_gemma":[0.0001464176,0.0004054322,0.7951141,0.00003792932,0.0001926943,8.947855e-8,0.2026621,0.00001042304,0.00005455117,0.0007301434,0.0005491258,0.00009699526],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910828,0.0001314726,4.93221e-7,0.000278534,0.0001580172,0.0002817072,0.00008503156,0.000007024051,0.007974926],"genre_scores_gemma":[0.9973391,0.0005509534,0.000007533234,0.00001127492,0.00008669632,4.361028e-7,0.0000496218,0.000004082763,0.001950297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7938046,"threshold_uncertainty_score":0.9795594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02900128362507284,"score_gpt":0.2816344939552139,"score_spread":0.2526332103301411,"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."}}