{"id":"W4409633169","doi":"10.1016/j.foodcont.2025.111378","title":"Smart technology for public health: reshaping the future of food safety","year":2025,"lang":"en","type":"article","venue":"Food Control","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Espace pour la vie","funders":"","keywords":"Food safety; Risk analysis (engineering); Business; Computer science; Internet privacy; Food science; Biology","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":[0.006187384,0.0006753332,0.0007789996,0.002839375,0.001863411,0.006209396,0.0009544306,0.005446417,0.007577356],"category_scores_gemma":[0.00725774,0.0002674624,0.0009992032,0.002887212,0.006860639,0.01380084,0.005318082,0.004244577,0.001373601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004000333,"about_ca_system_score_gemma":0.01167878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002406249,"about_ca_topic_score_gemma":0.002850574,"domain_scores_codex":[0.9962568,0.001985028,0.0001794673,0.000305134,0.0008837526,0.0003898438],"domain_scores_gemma":[0.9919286,0.005796916,0.000509039,0.0003883514,0.0009449822,0.0004320309],"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":[0.0001450088,0.00009904369,0.00192793,0.01057172,0.0001692836,0.0006824733,0.005193635,0.001592614,0.002345111,0.428,0.05502835,0.494245],"study_design_scores_gemma":[0.00002040223,0.0001251582,0.001521974,0.01117084,0.00009118184,0.0004341726,0.00539487,0.0006763208,0.001196263,0.2798944,0.699425,0.00004943812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008722408,0.5995439,0.01404226,0.3159728,0.004633308,0.00009418341,0.0003090348,0.0002110032,0.05647102],"genre_scores_gemma":[0.1607565,0.7703734,0.01066985,0.04608938,0.003998933,0.000164738,0.0002282419,0.00005703196,0.007662039],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007577356,"threshold_uncertainty_score":0.03272235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494416256829987,"score_gpt":0.2463058910895349,"score_spread":0.231361728521235,"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."}}