{"id":"W4414879859","doi":"10.3389/fsufs.2025.1646792","title":"A FoodSafeR perspective on emerging food safety hazards and associated risks","year":2025,"lang":"en","type":"article","venue":"Frontiers in Sustainable Food Systems","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Université Laval; Health Canada","funders":"HORIZON EUROPE Framework Programme; European Commission","keywords":"Food safety; Harm; Food safety risk analysis; Food security; Food processing; Public health; Food packaging; Food industry; Risk management; Hazard analysis and critical control points","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":[0.01239499,0.001281973,0.0009320825,0.004902137,0.003721497,0.01252754,0.002660204,0.01195761,0.01384071],"category_scores_gemma":[0.008053264,0.0004847303,0.001438831,0.005088308,0.007230871,0.02253808,0.005834847,0.01191688,0.002570229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005987168,"about_ca_system_score_gemma":0.006718176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009542303,"about_ca_topic_score_gemma":0.007682931,"domain_scores_codex":[0.9959962,0.001566431,0.0002264375,0.0005660631,0.001170897,0.0004738879],"domain_scores_gemma":[0.989544,0.005736929,0.0007105235,0.0005122797,0.002386479,0.001109796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001216065,0.0001547361,0.002905881,0.00129304,0.00005732099,0.001488849,0.008047527,0.002871728,0.001296985,0.6439337,0.2262927,0.1115359],"study_design_scores_gemma":[0.000005573673,0.00007440933,0.0009227988,0.000916975,0.00001313003,0.0006023913,0.004377865,0.0005431015,0.0002394392,0.1103174,0.8819482,0.00003872828],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008188088,0.124806,0.01744999,0.6871493,0.006602039,0.00008559379,0.001374361,0.0003083262,0.1540363],"genre_scores_gemma":[0.2102055,0.3669934,0.04368801,0.2784012,0.01631768,0.0003062704,0.003286249,0.0003361679,0.08046562],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01384071,"threshold_uncertainty_score":0.06555176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395900001481485,"score_gpt":0.2443420917153351,"score_spread":0.2303830917005203,"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."}}