{"id":"W2900815941","doi":"","title":"Manage fresh heifers with cow-side SCC tests","year":2007,"lang":"en","type":"article","venue":"˜The œdairy mail/˜The œDairy mail","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":"Udder; Ice calving; Animal science; Purchasing; Quarter (Canadian coin); Biology; Veterinary medicine; Agricultural science; Mastitis; Operations management; Lactation; Geography; Medicine; Engineering; Microbiology; Pregnancy; Archaeology","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":[0.0004341278,0.0003332454,0.0002849164,0.0005180138,0.0006225274,0.000476736,0.0004058159,0.0004593274,0.01670052],"category_scores_gemma":[0.001077969,0.0001309256,0.0001912206,0.0001880671,0.0001755694,0.0003288071,0.0003449918,0.000498721,0.00543493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004096487,"about_ca_system_score_gemma":0.0005822851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008813745,"about_ca_topic_score_gemma":0.01699556,"domain_scores_codex":[0.9997954,0.00002434199,0.00001905658,0.00002876654,0.00007521824,0.00005729422],"domain_scores_gemma":[0.9994137,0.00006105693,0.0001329743,0.00002490747,0.0001412717,0.0002260286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000702931,0.001872324,0.4752536,0.0003037722,0.00005451209,0.009819895,0.001077849,0.0004770101,0.02739576,0.0001902957,0.04582045,0.4370315],"study_design_scores_gemma":[0.0002451148,0.006106632,0.7933579,0.0006146142,0.0002499454,0.02822828,0.006375198,0.00294738,0.03190621,0.001278323,0.1285902,0.0001002264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9205577,0.003437157,0.008575599,0.006899117,0.0004336862,0.001001642,0.00128823,0.001417849,0.05638905],"genre_scores_gemma":[0.9161474,0.002361511,0.01442268,0.004356572,0.0003589936,0.0002166165,0.001037416,0.0001502575,0.06094859],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01670052,"threshold_uncertainty_score":0.05586886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02220788783787836,"score_gpt":0.2335537414956908,"score_spread":0.2113458536578124,"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."}}