{"id":"W3107856696","doi":"10.21423/aabppro20173364","title":"Validation of commercial luminometry swabs for enumeration of total bacteria and coliform counts in colostrum feeding equipment","year":2017,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Animal health and immunology","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Colostrum; Enumeration; Bacteria; Microbiology; Biology; Hygiene; Food science; Medicine; Immunology; Antibody","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":[0.006756292,0.001289404,0.0003223563,0.001051646,0.0005600055,0.0009147369,0.001428298,0.001194491,0.001521554],"category_scores_gemma":[0.007530203,0.0004632094,0.0005051536,0.0007638781,0.0009028526,0.0007513014,0.0008405197,0.0004924269,0.0009201523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003854513,"about_ca_system_score_gemma":0.0009022089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002187844,"about_ca_topic_score_gemma":0.004538412,"domain_scores_codex":[0.988389,0.003680046,0.00133731,0.001484194,0.004711242,0.0003981938],"domain_scores_gemma":[0.9951657,0.001394675,0.0007750937,0.0004352055,0.002067965,0.0001612458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004889525,0.001034838,0.0461753,0.0006631786,0.000046543,0.0001441442,0.0009584356,0.0004138691,0.9279817,0.0004394191,0.0004088309,0.02124474],"study_design_scores_gemma":[0.00006290802,0.006525035,0.0819496,0.0003632358,0.0001500675,0.001113081,0.001235524,0.004728356,0.894373,0.0002108843,0.009234676,0.00005350679],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8934858,0.001669566,0.09413464,0.0003188388,0.0002991528,0.002417252,0.001171577,0.0004326529,0.006070452],"genre_scores_gemma":[0.7376513,0.0020677,0.247528,0.0004117404,0.00008480294,0.002511341,0.003902588,0.0001226522,0.005720003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006756292,"threshold_uncertainty_score":0.03573114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04083523564369834,"score_gpt":0.3425810481439062,"score_spread":0.3017458125002079,"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."}}