{"id":"W7161835097","doi":"10.82308/6095","title":"Impact of the first incidence of mastitis or lameness on production and economic indicators on first lactation cows","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mastitis; Lactation; Milk production; Dairy cattle; Lameness; Animal health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003031054,0.0002731903,0.0004663057,0.0006595794,0.0002923191,0.0009867272,0.0003476188,0.0003652363,0.002808288],"category_scores_gemma":[0.006673093,0.0001957829,0.001133941,0.0007853897,0.0002371613,0.000521828,0.0007294898,0.000578335,0.0002828646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062394,"about_ca_system_score_gemma":0.001296955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02652934,"about_ca_topic_score_gemma":0.03980775,"domain_scores_codex":[0.9977505,0.001078403,0.000127324,0.0003107821,0.0004243118,0.0003088277],"domain_scores_gemma":[0.9949569,0.002042012,0.001680669,0.0002465615,0.0006199324,0.0004538352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008289419,0.00008365072,0.9879335,0.0001173419,0.0003732627,0.00004956619,0.0002207749,0.0001824627,0.0005176104,0.00003649032,0.0003060368,0.009350283],"study_design_scores_gemma":[0.000004781321,0.0003527123,0.9985484,0.00003540044,0.00009259066,0.00003030289,0.0001799781,0.0001461892,0.0001148693,0.00001116903,0.0004803414,0.000003195741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947796,0.001648705,0.000119479,0.0002043619,0.00001625561,0.00001524576,0.002302611,0.000008580176,0.0009052064],"genre_scores_gemma":[0.9964259,0.0006234221,0.000284134,0.00007093885,0.00001231402,0.00002673753,0.001587669,0.000004305304,0.0009645461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02652934,"threshold_uncertainty_score":0.05274987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02115527459706565,"score_gpt":0.2630444818208942,"score_spread":0.2418892072238286,"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."}}