{"id":"W2092646227","doi":"10.1111/j.1745-4573.2006.00031.x","title":"MODELING AND SIMULATION OF UNFROZEN HAMBURGER SINGLE‐SIDED PANFRYING WITH FLIPPINGS FOR MICROBIAL SAFETY","year":2006,"lang":"en","type":"article","venue":"Journal of Muscle Foods","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Mass transfer; Listeria monocytogenes; Heat transfer; Food science; Moisture; Biological system; Environmental science; Chemistry; Mechanics; Materials science; Biology; Chromatography; Bacteria; Physics; Composite material","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":[0.0003138225,0.0001236365,0.0002279449,0.00005905152,0.00006109948,0.00002062323,0.0001000582,0.0001102789,0.00000225499],"category_scores_gemma":[0.00007476471,0.0001048366,0.0001076931,0.00005309757,0.00004828332,0.00001520061,0.00005762076,0.00005882586,5.106544e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002651725,"about_ca_system_score_gemma":0.00005980014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001063893,"about_ca_topic_score_gemma":0.00001381019,"domain_scores_codex":[0.9990348,0.00003340221,0.0005035841,0.0001526775,0.0001215521,0.0001540435],"domain_scores_gemma":[0.9991469,0.0000371925,0.0003403185,0.0001425795,0.0002905045,0.00004253674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009952747,0.0000458768,0.00039464,0.00003410718,0.00005824725,9.621808e-7,0.00003950045,0.2239275,0.7727917,0.00001297511,0.00002581856,0.001673366],"study_design_scores_gemma":[0.008380652,0.00410951,0.003706401,0.0004186234,0.0003113125,0.0001564902,0.0002945306,0.06046573,0.9111863,0.0005111315,0.009792956,0.0006663803],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8895385,0.0002814595,0.1097336,0.00006946627,0.0001282868,0.0001251005,0.00001595115,0.00000290414,0.0001047819],"genre_scores_gemma":[0.9864394,0.00002140561,0.01299854,0.00004461127,0.0004249926,0.000001375053,0.0000193328,0.00002504876,0.00002528554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1634618,"threshold_uncertainty_score":0.4275113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04264088390916758,"score_gpt":0.286226459137808,"score_spread":0.2435855752286404,"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."}}