{"id":"W2046859540","doi":"10.1007/s10532-010-9438-9","title":"Biodegradation of 1,4-dioxane by a Flavobacterium","year":2010,"lang":"en","type":"article","venue":"Biodegradation","topic":"Microbial metabolism and enzyme function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"1,4-Dioxane; Flavobacterium; Biodegradation; Temperature gradient gel electrophoresis; Chemistry; Microbial consortium; Microbiology; Bacteria; Agar; Enrichment culture; Agar plate; Food science; 16S ribosomal RNA; Chromatography; Biology; Microorganism; Pseudomonas; Biochemistry; Organic chemistry; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.0001444892,0.000110566,0.0001026837,0.00004848062,0.00004377596,0.00001222441,0.0001048515,0.0001613556,0.00007179927],"category_scores_gemma":[0.00006873228,0.0001057916,0.0000542179,0.0001063387,0.00004985411,0.00001092708,0.00002754273,0.00007295744,0.00001751105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003569588,"about_ca_system_score_gemma":0.0000290267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000809049,"about_ca_topic_score_gemma":0.00006026056,"domain_scores_codex":[0.9993176,0.00002815895,0.0002054378,0.000226111,0.00009637955,0.0001262842],"domain_scores_gemma":[0.9994517,0.000004095416,0.0001258871,0.0002772746,0.00009598256,0.00004503369],"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":[0.00004717872,0.00004715359,0.0007370551,0.000009756695,0.00001047072,4.813464e-8,0.00001020216,5.072392e-7,0.9651865,0.0001106068,0.02592885,0.007911684],"study_design_scores_gemma":[0.0002515462,0.00006602525,0.002811346,0.000002552903,0.00001232,0.000003551955,0.000008325688,0.0000152846,0.7935562,0.00001664717,0.2031577,0.00009853585],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939278,0.0001729089,0.004359754,0.0001468449,0.0007720946,0.0001245399,0.0001860304,0.0000175898,0.000292399],"genre_scores_gemma":[0.9947085,0.00009765016,0.001594425,0.00007866162,0.0002770302,0.000009714593,0.002242647,0.00001420359,0.0009771188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1772288,"threshold_uncertainty_score":0.4314057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002724538769623102,"score_gpt":0.1958568713554474,"score_spread":0.1931323325858243,"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."}}