{"id":"W4386116338","doi":"10.2196/44150","title":"Consumer Awareness of Food Defense Measures at Food Delivery Service Providers and Food Manufacturers: Web-Based Consumer Survey Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Health, Labour and Welfare","keywords":"Food safety; Likert scale; Environmental health; Food security; Food hygiene; Marketing; Business; Hygiene; Psychology; Medicine; Agriculture","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002923084,0.0001857818,0.0003550109,0.001004699,0.0006579819,0.0009836091,0.000313658,0.0009657849,0.002849247],"category_scores_gemma":[0.005940816,0.0004410429,0.0004695958,0.001261289,0.0004063317,0.001326265,0.0008593734,0.001005905,0.0006507759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006838679,"about_ca_system_score_gemma":0.0005522891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004724181,"about_ca_topic_score_gemma":0.005461046,"domain_scores_codex":[0.9984331,0.0005849883,0.0001888973,0.0001990949,0.0003707251,0.0002231991],"domain_scores_gemma":[0.9938641,0.002048327,0.002031941,0.0002304029,0.001050902,0.0007744255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008372923,0.000375911,0.9900496,0.00006859409,0.0000346199,0.000112307,0.005673003,0.00002340753,0.000214222,0.00002440946,0.0002835234,0.00305668],"study_design_scores_gemma":[0.00001698027,0.0004575534,0.9809532,0.00003732015,0.00002014001,0.0002305008,0.01718524,0.0002996419,0.0001051113,0.00001644344,0.0006621663,0.00001583427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999463,0.0000265369,0.00005837865,0.00006058326,0.000001845407,0.00003551125,0.0001557098,0.000001942956,0.0001964664],"genre_scores_gemma":[0.9991052,0.00006869544,0.0001923663,0.0001426732,0.000005580734,0.00008600666,0.0001794255,0.000002367845,0.0002175922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004724181,"threshold_uncertainty_score":0.01545894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1422231353683096,"score_gpt":0.3419635412902425,"score_spread":0.1997404059219329,"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."}}