{"id":"W4399249000","doi":"10.5376/jtsr.2024.14.0006","title":"Caffeine Degradation Pathways Mediated by Microbial Communities in Tea Fermentation","year":2024,"lang":"en","type":"article","venue":"Journal of Tea Science Research","topic":"Tea Polyphenols and Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Caffeine; Fermentation; Degradation (telecommunications); Microbial biodegradation; Chemistry; Microbial population biology; Food science; Biology; Bacteria; Microorganism; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006507763,0.0000715826,0.000168568,0.001072875,0.0001752178,0.000190681,0.000275574,0.00004678289,0.0000788851],"category_scores_gemma":[0.0006072906,0.00005107806,0.00004333122,0.001537477,0.0004816458,0.0005350426,0.00007314488,0.0007552294,0.00002781691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005263065,"about_ca_system_score_gemma":0.0009715935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004749737,"about_ca_topic_score_gemma":0.00005092136,"domain_scores_codex":[0.9977133,0.0002152167,0.0003250072,0.0001100306,0.001251565,0.0003849298],"domain_scores_gemma":[0.9989464,0.0003211261,0.00005608849,0.000136435,0.0003598293,0.0001801543],"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":[0.00008576412,0.0001161488,0.00185136,0.00008317258,0.000008317008,0.0001221098,0.002051715,0.000004845186,0.9697241,0.00009630487,0.008779645,0.01707649],"study_design_scores_gemma":[0.007529628,0.007706007,0.141329,0.006440879,0.00008726068,0.002945284,0.03208038,0.02365951,0.7565849,0.001277969,0.0197656,0.0005936075],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945295,0.001119268,0.00006003198,0.003363138,0.0002445799,0.0001782384,0.000007259776,0.00001271845,0.0004852694],"genre_scores_gemma":[0.9990102,0.0002579564,0.0002671429,0.00004598901,0.0001202321,0.000003468565,0.00001228256,0.000008827167,0.000273886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2131393,"threshold_uncertainty_score":0.3281138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1004286762029461,"score_gpt":0.4203278560712018,"score_spread":0.3198991798682558,"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."}}