{"id":"W260419359","doi":"10.4315/0362-028x-72.9.1963","title":"Exploring Historical Canadian Foodborne Outbreak Data Sets for Human Illness Attribution","year":2009,"lang":"en","type":"article","venue":"Journal of Food Protection","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":92,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs; Public Health Agency of Canada","funders":"","keywords":"Outbreak; Attribution; Geography; Environmental health; Virology; Biology; Medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006334399,0.00009306511,0.0001672923,0.00004362438,0.000457507,0.00004062786,0.0002820327,0.00006990652,0.00001617669],"category_scores_gemma":[0.00007765908,0.00004234066,0.00008785282,0.0002275852,0.000008545847,0.0005665958,0.00001759638,0.0001876088,0.000001770856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003825921,"about_ca_system_score_gemma":0.00003062401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004138613,"about_ca_topic_score_gemma":0.03239489,"domain_scores_codex":[0.9990683,0.00005322827,0.0003179635,0.0001576269,0.0001792027,0.0002236448],"domain_scores_gemma":[0.9993408,0.00002068887,0.0002234145,0.00007121125,0.0001794679,0.0001644436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002249613,0.0001175466,0.00002608824,0.00001006047,0.00003170703,0.000004991244,0.000093544,0.00003679665,0.1084603,0.0004849372,0.0008867646,0.8896223],"study_design_scores_gemma":[0.001431789,0.02959949,0.1407953,0.0001769333,0.0001262424,0.000314146,0.0004878567,0.0002111115,0.03465794,0.007244497,0.7842497,0.0007050518],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984179,0.0002267138,0.001146846,0.01316838,0.0007175764,0.0003822549,0.00008169963,0.00002564713,0.00007191393],"genre_scores_gemma":[0.9988531,0.00002249706,0.0001464304,0.00007611589,0.0008288855,0.00001027664,0.00004213379,8.30305e-7,0.00001973362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8889173,"threshold_uncertainty_score":0.9852614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3005831133685326,"score_gpt":0.2854987104253936,"score_spread":0.01508440294313901,"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."}}