{"id":"W2616036174","doi":"","title":"Performance Assessment of the Canadian Food Inspection Agency Establishment-based Risk Assessment Model","year":2017,"lang":"en","type":"article","venue":"IAFP 2017","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Risk assessment; Agency (philosophy); Business; Risk analysis (engineering); Computer science; Computer security","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":[0.006583185,0.001363459,0.001137025,0.001154878,0.0009977525,0.001920579,0.002969716,0.001004297,0.003321825],"category_scores_gemma":[0.00980377,0.000567393,0.0009046558,0.001147976,0.0006358381,0.0008490846,0.00123026,0.001319267,0.000353565],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01226352,"about_ca_system_score_gemma":0.01729044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.837526,"about_ca_topic_score_gemma":0.7030789,"domain_scores_codex":[0.9982863,0.0007865878,0.00006344356,0.0002390438,0.0003799309,0.000244663],"domain_scores_gemma":[0.9916393,0.004839648,0.0003505555,0.0003513601,0.002550862,0.0002683164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001772553,0.00006028555,0.00360171,0.00004139329,0.0000578055,0.00002077266,0.00001768365,0.9864374,0.0001512455,0.0009811667,0.00100697,0.00744641],"study_design_scores_gemma":[0.00001499916,0.00003026047,0.0009591926,0.000005426428,0.00002014313,0.000004327675,0.00001228432,0.9984067,0.00008493228,0.0002656984,0.0001881809,0.000007948775],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7803935,0.001477307,0.1684078,0.001842065,0.0001261222,0.0009527931,0.009579414,0.001973834,0.03524713],"genre_scores_gemma":[0.9638288,0.000270906,0.02825832,0.0001074402,0.0000136004,0.0001690646,0.003142638,0.00008569469,0.004123506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9877365,"threshold_uncertainty_score":0.3268617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04151392423820345,"score_gpt":0.2721369579442678,"score_spread":0.2306230337060644,"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."}}