{"id":"W7045777742","doi":"","title":"Catechin to Catechol Biotransformation in Lactobacillus Hilgardii and Paracasei: Detection and Optimization","year":2024,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biotransformation; Catechol; Bacteria; Fermentation; Catechin; Lactobacillus; Sugar","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":[0.001393976,0.0009114684,0.001022207,0.0005371857,0.0003009762,0.001181579,0.0005140805,0.0006120728,0.0003022435],"category_scores_gemma":[0.001406659,0.0004123134,0.0008198363,0.0009679925,0.0003993895,0.0004283587,0.0008136088,0.0008904999,0.0002664896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007272224,"about_ca_system_score_gemma":0.0006169845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002533265,"about_ca_topic_score_gemma":0.004261075,"domain_scores_codex":[0.9980195,0.0004342112,0.0001929182,0.0003904862,0.0007635943,0.0001992671],"domain_scores_gemma":[0.9992852,0.0002264842,0.0001809449,0.00006507924,0.0001631625,0.0000792026],"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":[0.00008999761,0.0001779115,0.0007783699,0.0000890744,0.00001201948,0.00002994408,0.0000245967,0.0008329044,0.9948272,0.00003312081,0.00002518413,0.003079738],"study_design_scores_gemma":[0.00001028441,0.0004233646,0.00323281,0.000008680849,0.00002419144,0.00006601186,0.00005927251,0.00530193,0.9900828,0.00004017875,0.0007319042,0.0000185926],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788138,0.001060679,0.01779238,0.0003127505,0.00003383728,0.0001805547,0.000843436,0.0001459892,0.0008166809],"genre_scores_gemma":[0.9210207,0.001997454,0.07223876,0.0001351324,0.00002633519,0.0003068216,0.002162494,0.0001175178,0.001994754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002533265,"threshold_uncertainty_score":0.007372141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01030158430052376,"score_gpt":0.2225060329806493,"score_spread":0.2122044486801256,"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."}}