{"id":"W3158017693","doi":"10.4315/jfp-21-099","title":"Analysis of Microbiological and Chemical Hazards in Edible Insects Available to Canadian Consumers","year":2021,"lang":"en","type":"article","venue":"Journal of Food Protection","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Food Inspection Agency","funders":"","keywords":"Biology; Business; Biotechnology; Food science","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":[0.0002762303,0.0003128704,0.0001817786,0.001137091,0.002093551,0.000758382,0.0003585686,0.0003051408,0.002249517],"category_scores_gemma":[0.0006552706,0.0001845717,0.0003001043,0.001393644,0.000506977,0.0002205025,0.0003208203,0.0004300868,0.0001514789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009249672,"about_ca_system_score_gemma":0.0068456,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9313044,"about_ca_topic_score_gemma":0.967986,"domain_scores_codex":[0.9996279,0.00001903429,0.00001191002,0.00004129533,0.0002011878,0.00009860125],"domain_scores_gemma":[0.99922,0.00005941913,0.0001178489,0.0000102523,0.0004712148,0.0001212676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002507735,0.0002900951,0.8811861,0.0002503726,0.00007619101,0.0003758097,0.00373181,0.0003538389,0.08274165,0.0003811091,0.0008378958,0.02726743],"study_design_scores_gemma":[0.000004229822,0.0002059018,0.9911809,0.00001500291,0.00002609201,0.00005910375,0.002031513,0.0001365539,0.004971487,0.00002251755,0.001336961,0.000009662308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966254,0.0002479409,0.00008168282,0.00003892811,0.000002296751,0.00002139723,0.0005022837,0.000002935167,0.002477287],"genre_scores_gemma":[0.9945984,0.0004755813,0.0004075517,0.00004637555,0.000001846691,0.000009479428,0.0005808527,0.000003472571,0.003876369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0686956,"threshold_uncertainty_score":0.1382003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258058797712963,"score_gpt":0.2088858421756653,"score_spread":0.1863052541985357,"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."}}