{"id":"W2075777602","doi":"10.3136/fstr.10.168","title":"Evaluation of Chromogenic Enzyme Substrate Mediums, Chromocult Coliform Agar(CCA) and XM-G, by Detection of Freeze-, Heat-, High-Pressure-Injured Coliforms, and Coliforms in Food Samples","year":2004,"lang":"en","type":"article","venue":"Food Science and Technology Research","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Guelph","funders":"","keywords":"Chromogenic; Agar; Biology; Food science; Microbiology; Enterobacter cloacae; Coliform bacteria; Enterobacter aerogenes; Enterobacter; Escherichia coli; Enterobacteriaceae; Bacteria; Chemistry; Chromatography; Biochemistry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005400497,0.0001609634,0.0003302666,0.0003211036,0.000499344,0.00005299974,0.0004398506,0.0002842861,0.00001427612],"category_scores_gemma":[0.0006660533,0.00008135825,0.00002058251,0.003189569,0.002883689,0.0003723698,0.0002974181,0.0003402225,0.000001029172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000976649,"about_ca_system_score_gemma":0.0002594335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001337904,"about_ca_topic_score_gemma":0.01713908,"domain_scores_codex":[0.9969922,0.00009939727,0.0003927962,0.0005467195,0.001374966,0.0005938697],"domain_scores_gemma":[0.9983438,0.0001117206,0.0001073441,0.0001423599,0.0011596,0.0001351304],"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":[0.00007524238,0.0001011338,0.00170596,0.00003518995,0.0000250502,7.2504e-7,0.00012299,0.000005511343,0.9606378,0.001831849,0.000008340542,0.03545018],"study_design_scores_gemma":[0.001217189,0.006207817,0.09921387,0.00006939735,0.0000247728,0.00002619305,0.001359252,0.0001963032,0.8737952,0.01743582,0.0002818955,0.0001723246],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934706,0.003545057,0.000002036679,0.001969922,0.00003269868,0.0007106217,0.0001734984,0.00003305128,0.00006248659],"genre_scores_gemma":[0.9989267,0.0009011991,0.00004126766,0.00001068555,0.00002290128,0.00007774571,0.0000139626,0.000001845277,0.000003693511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0975079,"threshold_uncertainty_score":0.9998299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04950871632969257,"score_gpt":0.2946158183634789,"score_spread":0.2451071020337863,"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."}}