{"id":"W4247995792","doi":"10.1093/jaoac/93.1.31b","title":"Committee on Microbiology","year":2010,"lang":"en","type":"article","venue":"Journal of AOAC International","topic":"Enterobacteriaceae and Cronobacter Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Microbiology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001643788,0.00006309154,0.00007417081,0.0000683675,0.0000222373,0.00002663055,0.0003332081,0.00007969667,0.0002922527],"category_scores_gemma":[0.0000685436,0.00005049464,0.00009375769,0.00001658752,0.00004877464,0.000004774027,0.00006138645,0.0002500771,0.00002875995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008829126,"about_ca_system_score_gemma":0.00004257852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001421794,"about_ca_topic_score_gemma":0.00001586992,"domain_scores_codex":[0.9995167,0.00002524964,0.0001837356,0.00008268935,0.00009214177,0.00009946651],"domain_scores_gemma":[0.9995097,0.00001073556,0.0001196004,0.0001142765,0.0001967385,0.0000489642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002041886,0.00008738063,0.01010051,0.000001058549,0.00007888948,0.000008703758,0.0000100306,0.000002611794,0.9755893,0.0001955188,0.01265216,0.00106962],"study_design_scores_gemma":[0.0007485219,0.0005611636,0.009486366,0.000009991993,0.000004900333,0.0004886219,0.00002208656,0.000002932032,0.4802025,0.00008581083,0.5083104,0.00007666904],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939242,0.00001402742,0.0001103918,0.001117264,0.001463594,0.00002364874,0.00001461713,0.000001350983,0.003330917],"genre_scores_gemma":[0.9969664,0.00002883519,0.0005158658,0.0004874972,0.001087658,8.729326e-7,0.00003377146,0.000007556418,0.000871535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4956582,"threshold_uncertainty_score":0.3199962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00705618705173495,"score_gpt":0.2834840319039165,"score_spread":0.2764278448521815,"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."}}