{"id":"W4408705995","doi":"10.5539/jfr.v14n2p66","title":"Growth Prediction of Aeromonas hydrophila in Fresh Cheese Stored at 4°C","year":2025,"lang":"en","type":"article","venue":"Journal of Food Research","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aeromonas hydrophila; Food science; Aeromonas; Microbiology; Biology; Fishery; Bacteria; Fish <Actinopterygii>; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001446247,0.00006194553,0.0001320925,0.0004356174,0.00007202351,0.00001775641,0.0002945148,0.0001258056,0.00003029234],"category_scores_gemma":[0.0005696982,0.00005666396,0.00008732677,0.0004325711,0.0001374693,0.000007388295,0.00009751003,0.0002497543,0.000005100435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006432295,"about_ca_system_score_gemma":0.0002046543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000826797,"about_ca_topic_score_gemma":0.00003438306,"domain_scores_codex":[0.9985683,0.0002281856,0.0004866823,0.0001512841,0.0004070158,0.0001585272],"domain_scores_gemma":[0.9986116,0.00002939748,0.0001728515,0.0002524887,0.0008777781,0.00005588376],"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":[0.0002205893,0.000180325,0.004635995,0.00004616294,0.00005976102,0.000001654881,0.00007275995,0.00001787751,0.9778981,0.001002263,0.01567564,0.0001888284],"study_design_scores_gemma":[0.0008152621,0.0005691794,0.03712623,0.00006032415,0.00000746324,0.00001280575,0.0001252217,0.00003534074,0.9522733,0.0005632963,0.008368244,0.00004331661],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956142,0.0008689304,0.00009481185,0.0008730044,0.0002357498,0.0001220437,0.00001790105,0.000001847929,0.002171478],"genre_scores_gemma":[0.9977673,0.0004345305,0.00009527266,0.00001894019,0.00009948998,0.00000689048,0.00001895132,0.000007132203,0.001551467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03249024,"threshold_uncertainty_score":0.2310689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05618027138790455,"score_gpt":0.3592632997844799,"score_spread":0.3030830283965753,"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."}}