{"id":"W4386609166","doi":"10.4315/fpt-21-039","title":"Identifying Predictors of Safe Food Handling Practices among Canadian Households with Children Under Eighteen Years","year":2023,"lang":"en","type":"article","venue":"Food Protection Trends","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental health; Hygiene; Food safety; Medicine; Psychological intervention; Food preparation; Bachelor; Geography; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002685692,0.0001354896,0.0001584406,0.0001118825,0.0003112203,0.00007081557,0.0001815307,0.0001164606,0.0001525404],"category_scores_gemma":[0.00002664708,0.00006387402,0.00007429351,0.001472706,0.00006596441,0.0003012646,0.00003589713,0.0001887788,0.00001597519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004058376,"about_ca_system_score_gemma":0.00002935022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04243867,"about_ca_topic_score_gemma":0.431817,"domain_scores_codex":[0.9988204,0.00007865569,0.0002067091,0.0002997461,0.0002706021,0.0003239464],"domain_scores_gemma":[0.999418,0.00003657573,0.0002758777,0.00007772566,0.00004454506,0.0001472862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000742956,0.000377202,0.4827616,0.0001201203,0.002045323,0.00002922451,0.002787139,0.002971018,0.03080477,0.0008628284,0.001912749,0.4745851],"study_design_scores_gemma":[0.0002255624,0.002046069,0.9918649,0.00004355918,0.00003592076,0.000008028616,0.000370493,0.00002919354,0.003292525,0.00008277137,0.001833001,0.0001680026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978217,0.00006626065,0.00001098671,0.0007551016,0.0001594273,0.000202013,0.0001244158,0.0001772439,0.0006828769],"genre_scores_gemma":[0.9992288,0.00002032787,0.00003159266,0.0000205645,0.0002101711,0.00004679838,0.00009435989,0.000003568022,0.000343806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5091032,"threshold_uncertainty_score":0.9639378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05188819959599109,"score_gpt":0.2308511061605209,"score_spread":0.1789629065645298,"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."}}