{"id":"W35902765","doi":"","title":"Food safety issues and information needs: an online survey of public health inspectors.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Food safety; Environmental health; Public health; Food safety risk analysis; Resource (disambiguation); Information needs; Business; Medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002807175,0.0001611559,0.0002446602,0.001057121,0.001739107,0.001331943,0.0004686565,0.0004740958,0.00279876],"category_scores_gemma":[0.008756117,0.0003953791,0.0002507341,0.001975415,0.0007156398,0.001003799,0.0009543106,0.0007141434,0.0003684347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006060489,"about_ca_system_score_gemma":0.008243396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5638416,"about_ca_topic_score_gemma":0.6557259,"domain_scores_codex":[0.9983407,0.000272433,0.0001095859,0.00008503404,0.000769194,0.0004229823],"domain_scores_gemma":[0.9900507,0.002116769,0.002635006,0.0001897373,0.003430858,0.001576947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000688655,0.0001946631,0.949124,0.0001151823,0.00001561876,0.0001802676,0.03705455,0.00001969809,0.0003310431,0.00003932942,0.002168291,0.01068833],"study_design_scores_gemma":[0.00000948921,0.0001183511,0.928971,0.00005265566,0.000007944177,0.00007099053,0.06683128,0.00007029467,0.00005667404,0.00001006023,0.00379142,0.000009712156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964856,0.0001708098,0.00004423442,0.000520363,0.000007731968,0.00007614256,0.000525724,0.000004147356,0.002165301],"genre_scores_gemma":[0.9976295,0.0003235848,0.0001507613,0.0004694267,0.000008532699,0.00006266686,0.0003321327,0.000003080405,0.001020302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5638416,"threshold_uncertainty_score":0.877454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.145051975855706,"score_gpt":0.2567204673420325,"score_spread":0.1116684914863265,"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."}}