{"id":"W4352977730","doi":"10.1016/b978-0-12-822521-9.00153-2","title":"International Standards and Harmonization of Food Safety Legislation","year":2023,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Melamine detection and toxicity","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Harmonization; Legislation; Food safety; Business; Political science; Law; Food science; Biology; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000221763,0.0001318305,0.000181988,0.00002704026,0.00007236937,0.00002595291,0.00009402219,0.0001604837,0.0004210782],"category_scores_gemma":[0.00002895508,0.00006056975,0.00007426272,0.00001833672,0.00005353043,0.00003413225,0.00006305418,0.0001206089,0.00001008992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003276491,"about_ca_system_score_gemma":0.00001063682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001078312,"about_ca_topic_score_gemma":0.0001509615,"domain_scores_codex":[0.9990957,0.00001556295,0.0002651185,0.0002080142,0.000337927,0.00007762686],"domain_scores_gemma":[0.9994993,0.00005708665,0.0001934355,0.00004108059,0.0001681777,0.00004097709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001932211,0.000002524247,0.00001740392,0.000008291723,0.00003198694,6.707929e-7,0.00002695569,3.464938e-7,0.002208192,0.003878294,0.0000407088,0.9937653],"study_design_scores_gemma":[0.0001066797,0.0001435666,0.001094311,0.00007924988,0.00001894273,0.000002966418,0.000007624218,0.00002385627,0.0008371198,0.004484561,0.9930628,0.0001383234],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003104449,0.00005947944,0.000006677593,0.0001491886,0.0003864082,0.0001935229,0.0005819803,0.00005933463,0.995459],"genre_scores_gemma":[0.08329065,0.0002931981,0.00002996677,0.00004695837,0.0004182987,0.000005273499,0.0002074461,0.000003676199,0.9157045],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.993627,"threshold_uncertainty_score":0.4610511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262121289395894,"score_gpt":0.2288687942882516,"score_spread":0.2062475813942927,"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."}}