{"id":"W4411575538","doi":"10.3390/foods14132212","title":"A Quantitative Risk Assessment Model for Listeria monocytogenes in Ready-to-Eat Cantaloupe","year":2025,"lang":"en","type":"article","venue":"Foods","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"European Commission; World Health Organization","keywords":"Listeria monocytogenes; Food science; Listeria; Risk assessment; Biology; Bacteria; Computer science; Computer security","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":[0.001312818,0.001668042,0.0009077396,0.0006578941,0.0006964855,0.002102154,0.001878036,0.001892108,0.003396262],"category_scores_gemma":[0.002312696,0.0008098481,0.001348012,0.0003026983,0.0009936293,0.0009922695,0.001507131,0.001223627,0.0004371254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002123538,"about_ca_system_score_gemma":0.002106104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0722855,"about_ca_topic_score_gemma":0.02028792,"domain_scores_codex":[0.9993443,0.000195382,0.00002805547,0.0001897583,0.0001133375,0.0001291563],"domain_scores_gemma":[0.9984579,0.0008415269,0.0002408654,0.00003769396,0.0003424189,0.00007954767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000257843,0.00001092374,0.0005187205,0.00001387287,0.000009194746,0.00004317927,0.0000229953,0.9969585,0.0004888854,0.001135088,0.0000647084,0.0007082301],"study_design_scores_gemma":[0.000008088286,0.00002558634,0.000173749,0.00000344859,0.000007588784,0.000007083948,0.00001241844,0.9989317,0.00009572135,0.0005991718,0.0001292434,0.00000622811],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3701593,0.0005117407,0.6048846,0.001307588,0.00008626454,0.0003323174,0.001893153,0.0008959047,0.01992912],"genre_scores_gemma":[0.963308,0.000201405,0.02107593,0.0001191672,0.00001781391,0.0004127315,0.0005437286,0.00005712213,0.014264],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0722855,"threshold_uncertainty_score":0.1437295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101929085624103,"score_gpt":0.4245770149540952,"score_spread":0.3226479293299921,"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."}}