{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002867646,0.00005257829,0.0001935628,0.0001023607,0.00003769946,0.00001894722,0.00004580436,0.00008665242,0.0002428963],"category_scores_gemma":[0.0002181985,0.00002377378,0.0000803016,0.001122869,0.00001563289,0.000049057,0.00001316451,0.0001101596,0.000001802972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005774104,"about_ca_system_score_gemma":0.0000529173,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005588301,"about_ca_topic_score_gemma":0.07838947,"domain_scores_codex":[0.9994178,0.00008332756,0.0002056748,0.00009547416,0.00008106814,0.0001166851],"domain_scores_gemma":[0.9996032,0.00003675597,0.00009137086,0.00001933239,0.0001365388,0.0001127818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004415953,0.00003585085,0.007967995,0.000005704629,0.00008454551,0.000009178388,0.00006607699,0.00003106473,0.9846932,0.000008540018,0.0001279141,0.006925799],"study_design_scores_gemma":[0.0004908848,0.001673684,0.234058,0.00009103856,0.00019505,0.000122327,0.0002905098,0.0004451309,0.7540712,0.00009807134,0.008253167,0.0002108934],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988883,0.0001548911,0.000007802883,0.0006150685,0.00008263932,0.00008604152,0.000009819588,0.000002667958,0.0001527582],"genre_scores_gemma":[0.9996747,0.00002066968,0.00007486999,0.0001747669,0.00002786843,0.000002231115,0.000005710426,3.365449e-7,0.00001883279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2306219,"threshold_uncertainty_score":0.9384275,"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."}}