{"id":"W3081106860","doi":"10.1002/jctb.6556","title":"An edible genipin‐based sensor for biogenic amine detection","year":2020,"lang":"en","type":"article","venue":"Journal of Chemical Technology & Biotechnology","topic":"Polyamine Metabolism and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Genipin; Food spoilage; Cadaverine; Chemistry; Biogenic amine; Putrescine; Food science; Sulfite; Amine gas treating; Tyramine; Shelf life; Trimethylamine; Chromatography; Organic chemistry; Biochemistry; Bacteria; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001319257,0.0002115719,0.0003734648,0.0002851994,0.00005933639,0.00001047852,0.0006885708,0.001174989,0.000007542994],"category_scores_gemma":[0.0004430305,0.0001965947,0.0002086828,0.0005576312,0.0003863635,0.000008303589,0.00009664752,0.0004091677,0.000006326432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001843195,"about_ca_system_score_gemma":0.00008824808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.08447e-7,"about_ca_topic_score_gemma":9.763268e-7,"domain_scores_codex":[0.9986376,0.00001922195,0.0005078844,0.0003859868,0.0001059916,0.0003432937],"domain_scores_gemma":[0.9988024,0.00001696709,0.0003701568,0.0004459161,0.0002210955,0.0001434503],"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":[0.0001802752,0.000118248,0.00007817144,0.00001326692,0.00005791615,0.00000304136,0.000002839254,0.000007837446,0.975484,0.0002571722,0.0004009443,0.02339635],"study_design_scores_gemma":[0.00116508,0.001166956,0.00001642101,0.00000454505,0.0000739544,0.0001371021,0.00004188167,0.0004027959,0.9321352,0.0006555188,0.06401709,0.0001834487],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8459364,0.0008528493,0.1380236,0.01467892,0.0001121858,0.0002355888,0.00003782108,0.0001133154,0.000009301673],"genre_scores_gemma":[0.969102,0.0001295887,0.02932185,0.0007665801,0.0005671067,0.00003755741,0.00003392817,0.00003458001,0.000006856186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1231656,"threshold_uncertainty_score":0.9062593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01060223667285919,"score_gpt":0.2599377929367224,"score_spread":0.2493355562638632,"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."}}