{"id":"W2000001678","doi":"10.5740/jaoacint.govval02","title":"3M™ Petrifilm™ Environmental Listeria Plate","year":2013,"lang":"en","type":"article","venue":"Journal of AOAC International","topic":"Industrial Vision Systems and Defect Detection","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Listeria; Listeria monocytogenes; Geology; Bacteria; Paleontology","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":[0.001310973,0.001652005,0.001008368,0.001319407,0.0006815717,0.001160281,0.001478903,0.0008295521,0.01554801],"category_scores_gemma":[0.001651177,0.0008767708,0.001013876,0.0008880363,0.0005275792,0.0005571293,0.001084229,0.001520493,0.01323848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004576003,"about_ca_system_score_gemma":0.001595965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002855442,"about_ca_topic_score_gemma":0.004073796,"domain_scores_codex":[0.9965926,0.0005411539,0.000313446,0.0005514697,0.001696729,0.0003046218],"domain_scores_gemma":[0.9977864,0.0002908536,0.0001539683,0.0002388188,0.001335608,0.0001943139],"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":[0.0006824224,0.0005166215,0.004269943,0.0005185102,0.0000387501,0.000271205,0.0003098771,0.0002855255,0.9480383,0.00094046,0.004839691,0.03928871],"study_design_scores_gemma":[0.0000928046,0.003539569,0.02149174,0.0004330948,0.0001725425,0.001142293,0.0003847321,0.001729694,0.8782526,0.0004195054,0.09225934,0.00008209566],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5741956,0.00618948,0.2286317,0.002465806,0.002555424,0.01130364,0.02366361,0.01042109,0.1405736],"genre_scores_gemma":[0.3427157,0.005908902,0.4342628,0.001492913,0.0003266967,0.006527469,0.05083742,0.0008174883,0.1571107],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01554801,"threshold_uncertainty_score":0.05201334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006979523662890398,"score_gpt":0.188867120680884,"score_spread":0.1818875970179936,"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."}}