{"id":"W7011696456","doi":"","title":"Modelling viability of Listeria monocytogenes in paneer","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Listeria monocytogenes; Food safety management; Growth model; Food safety; Growth rate; Bacterial growth; Food products","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003760036,0.0009610493,0.0007420559,0.0003454498,0.0001878633,0.001120185,0.0008872612,0.00144491,0.0007825452],"category_scores_gemma":[0.001302947,0.0004145148,0.001310332,0.0002964527,0.0003668082,0.0006530791,0.0009741658,0.0009192208,0.0003895533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008759145,"about_ca_system_score_gemma":0.0005363383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01789743,"about_ca_topic_score_gemma":0.00657778,"domain_scores_codex":[0.9997477,0.00003713073,0.00001301199,0.00009589003,0.00004970631,0.000056581],"domain_scores_gemma":[0.9995486,0.0002400553,0.00008270599,0.0000248683,0.00007803347,0.00002570264],"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":[0.0002106933,0.00009075348,0.00648805,0.0001587096,0.00003529554,0.0002139853,0.0001047667,0.9574472,0.03139,0.0006258624,0.0001784119,0.003056312],"study_design_scores_gemma":[0.00001087036,0.0002362445,0.002055788,0.00001150043,0.00001915095,0.00004758035,0.0000536203,0.9911503,0.005809113,0.0002237584,0.000360357,0.00002187516],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792362,0.000538186,0.01601427,0.0001347548,0.0000242426,0.00004336598,0.0008299164,0.0001819335,0.002997149],"genre_scores_gemma":[0.9930534,0.0003658819,0.003826621,0.0000418524,0.000004833391,0.00006102197,0.0008282246,0.00003606127,0.001782135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01789743,"threshold_uncertainty_score":0.03558648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1486454427936886,"score_gpt":0.3272308371660454,"score_spread":0.1785853943723568,"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."}}