{"id":"W2945962933","doi":"10.33619/2414-2948/42/26","title":"Laboratory Studies to Identify Listeria in Food Product","year":2019,"lang":"en","type":"article","venue":"Bulletin of Science and Practice","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; Business; Listeria monocytogenes; Food safety; Food industry; Population; Production (economics); Food processing; Food products; Raw meat; Biotechnology; Product (mathematics); Environmental health; Food science; Biology; Medicine; Economics","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":[0.001186369,0.0008989276,0.0005044578,0.001189484,0.0004974282,0.0005423799,0.0005423222,0.0005705674,0.001534029],"category_scores_gemma":[0.00130142,0.000250292,0.0005686155,0.0006421978,0.000666976,0.000556629,0.0006390026,0.0007399328,0.0009774133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002258727,"about_ca_system_score_gemma":0.0005483086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007521216,"about_ca_topic_score_gemma":0.0007164498,"domain_scores_codex":[0.998552,0.0003692492,0.0001844816,0.000359105,0.000394141,0.0001409979],"domain_scores_gemma":[0.9990547,0.0002005787,0.0001956513,0.0001149372,0.0003514067,0.00008267332],"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":[0.0003241896,0.000820235,0.01561433,0.0006835777,0.00003718353,0.0005564608,0.0007968439,0.00009048021,0.9694197,0.0004988012,0.0004337801,0.01072437],"study_design_scores_gemma":[0.00006490199,0.01046433,0.04237261,0.0002503767,0.0002340418,0.002743973,0.001701797,0.0004638379,0.9249541,0.001092297,0.01558893,0.00006859241],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9135875,0.01175468,0.04875981,0.0007421561,0.0006638466,0.001222102,0.001930806,0.000395177,0.02094386],"genre_scores_gemma":[0.9093364,0.008092511,0.06536712,0.0009497079,0.0002212427,0.001411006,0.002806671,0.00006785576,0.01174735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001534029,"threshold_uncertainty_score":0.006274223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0774277096360986,"score_gpt":0.3980037976322259,"score_spread":0.3205760879961274,"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."}}