{"id":"W3165398207","doi":"10.21423/bovine-vol51no1p58-62","title":"Assessment of dairy calves' microbiological environment using 3M™ Petrifilm™ bacteriology plates","year":2017,"lang":"en","type":"article","venue":"The Bovine Practitioner","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Zoetis","keywords":"Bacteriology; Plate count; Coliform bacteria; Veterinary medicine; Mold; Biology; Aerobic bacteria; Food science; Microbiology; Bacteria; Medicine","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":[0.001090771,0.0005482903,0.0004316336,0.001441597,0.0002979744,0.0008122684,0.0005424504,0.0004149066,0.001237161],"category_scores_gemma":[0.00118951,0.0002348627,0.000313649,0.0009276638,0.0002308591,0.0003933097,0.0004269606,0.0005371721,0.0005063105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002556572,"about_ca_system_score_gemma":0.0002570807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002839326,"about_ca_topic_score_gemma":0.006097978,"domain_scores_codex":[0.9980599,0.0004679876,0.0001566107,0.0002650633,0.0009256244,0.0001247711],"domain_scores_gemma":[0.9984769,0.0004463925,0.0003889085,0.00005562694,0.0004885123,0.0001436887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006305871,0.0003292755,0.1975032,0.0004544856,0.00009687517,0.0002032905,0.0008626867,0.0002284025,0.7572067,0.00009336388,0.000310051,0.04208107],"study_design_scores_gemma":[0.0000170008,0.00333563,0.605178,0.0001402245,0.0001814667,0.0008439288,0.001560234,0.003373727,0.3822474,0.00009427254,0.002942744,0.00008543651],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709653,0.001870676,0.02129748,0.0000855492,0.00006201199,0.0002087541,0.001074741,0.0001636223,0.00427181],"genre_scores_gemma":[0.941054,0.001644609,0.05301544,0.0001444726,0.00003697001,0.0001778003,0.0007557575,0.00001841335,0.003152603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002839326,"threshold_uncertainty_score":0.005768597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04322809461452779,"score_gpt":0.337104041257434,"score_spread":0.2938759466429062,"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."}}