{"id":"W7118762390","doi":"10.32782/tnv-tech.2025.5.2.11","title":"HACCP ЯК ІНСТРУМЕНТ КОНТРОЛЮ LISTERIA MONOCYTOGENES У М’ЯКИХ СИРАХ КРАФТОВОГО ВИРОБНИЦТВА","year":2025,"lang":"","type":"article","venue":"Таврійський науковий вісник Серія Технічні науки","topic":"Advanced Scientific Research Methods","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Listeria monocytogenes; Bacteria; Listeria; Pathogenic bacteria; Serotype","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.007255987,0.002740401,0.003230393,0.0007883239,0.004108833,0.003009999,0.006750094,0.001869359,0.0126831],"category_scores_gemma":[0.004057245,0.001594754,0.001973596,0.008476189,0.003251097,0.002248262,0.004427191,0.002681299,0.002722664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175614,"about_ca_system_score_gemma":0.0009188922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001737478,"about_ca_topic_score_gemma":0.002198962,"domain_scores_codex":[0.9776277,0.003749533,0.003791073,0.00578475,0.003292906,0.00575404],"domain_scores_gemma":[0.9883143,0.003713883,0.001458616,0.00266566,0.001650048,0.002197496],"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":[0.001182361,0.001672668,0.01195668,0.0005888765,0.00074285,0.0003116132,0.0007118043,0.0003598948,0.3297983,0.007971361,0.06241186,0.5822917],"study_design_scores_gemma":[0.003143043,0.001657065,0.07724011,0.001445308,0.0005572413,0.0001034796,0.00312572,0.003096957,0.08007508,0.0364768,0.7885269,0.00455231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.735119,0.0377543,0.00938567,0.03211122,0.03062961,0.009655426,0.002455443,0.00218547,0.1407039],"genre_scores_gemma":[0.7436392,0.00594237,0.0121729,0.003785412,0.004102668,0.0007430519,0.0005852138,0.0001011638,0.228928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.726115,"threshold_uncertainty_score":0.9996195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06027974205782751,"score_gpt":0.4071527232517798,"score_spread":0.3468729811939523,"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."}}