{"id":"W4399169294","doi":"10.1109/ispce61193.2024.10541118","title":"Basics to Food Sanitation Certification","year":2024,"lang":"en","type":"article","venue":"","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Certification; Scope (computer science); Sanitation; Food safety; Business; Process (computing); Food processing; Risk analysis (engineering); Standardization; Computer science; Engineering; Food science; Environmental engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00275085,0.0006963786,0.0005517777,0.002073308,0.002436752,0.002206237,0.001683929,0.003272388,0.06286926],"category_scores_gemma":[0.005480678,0.0005560955,0.0007776757,0.00142014,0.002290742,0.002234109,0.002688138,0.003022106,0.0432201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001399869,"about_ca_system_score_gemma":0.004145726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005513932,"about_ca_topic_score_gemma":0.00481315,"domain_scores_codex":[0.9964924,0.0004027281,0.0002385141,0.0003773649,0.00210115,0.0003876986],"domain_scores_gemma":[0.9966582,0.0005485343,0.0002054286,0.000704287,0.001681317,0.0002023113],"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":[0.0001919214,0.0009451946,0.003732222,0.001612579,0.00001922607,0.0009386712,0.001403655,0.001857153,0.01878691,0.3222945,0.156867,0.4913509],"study_design_scores_gemma":[0.00002222795,0.00028928,0.004718401,0.0004061447,0.00001024037,0.0009889301,0.000317034,0.0003905949,0.005013841,0.05661398,0.9311792,0.00005013662],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01452053,0.007200225,0.109443,0.02076337,0.002773325,0.002017128,0.003203674,0.0023444,0.8377342],"genre_scores_gemma":[0.1777606,0.02023222,0.1352558,0.00975271,0.002192498,0.002807037,0.007635666,0.0005947558,0.6437687],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06286926,"threshold_uncertainty_score":0.2103186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05681124571853799,"score_gpt":0.2383529742608367,"score_spread":0.1815417285422987,"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."}}