{"id":"W2766442420","doi":"10.3168/jds.2016-12416","title":"Dairy producers' attitudes toward reproductive management and performance on Canadian dairy farms","year":2017,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Guelph","funders":"Agriculture and Agri-Food Canada; Canadian Dairy Commission; Dairy Farmers of Canada","keywords":"Reproduction; Logistic regression; Herd; Thematic analysis; Dairy cattle; Likert scale; Demography; Psychology; Medicine; Biology; Animal science; Qualitative research; Sociology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001526524,0.0001804596,0.0002491652,0.00009319291,0.001465406,0.0002432912,0.001424253,0.00004874239,0.00002812264],"category_scores_gemma":[0.0004232271,0.00007434875,0.00006400298,0.0002569893,0.001376017,0.001368616,0.0002690604,0.0003064329,0.00001954207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000149496,"about_ca_system_score_gemma":0.0001057353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009385722,"about_ca_topic_score_gemma":0.0003012434,"domain_scores_codex":[0.9979438,0.00004874969,0.0003048437,0.0007215245,0.0005283226,0.0004528293],"domain_scores_gemma":[0.9984486,0.00004089416,0.0004963867,0.0004004678,0.0003035172,0.0003101912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004820816,0.0003573516,0.4377202,0.00007418947,0.0001393175,0.0001248636,0.001696652,0.0001251758,0.3224324,0.001271202,0.00428413,0.2312924],"study_design_scores_gemma":[0.0001290258,0.001646919,0.9908628,0.00007672267,0.00001394883,0.00009062371,0.0003214026,0.00001196727,0.003753486,0.0005420205,0.002381727,0.0001693221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890178,0.0001477285,7.494992e-7,0.006103984,0.0009584003,0.0002359686,0.000006285177,0.00001082539,0.003518296],"genre_scores_gemma":[0.9978396,0.0001314315,0.0005317855,0.0001919289,0.0008209523,0.000004827922,8.278858e-7,0.000001373984,0.0004772144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5531426,"threshold_uncertainty_score":0.9998345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03707136909122212,"score_gpt":0.2694235590945758,"score_spread":0.2323521900033537,"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."}}