{"id":"W2973196759","doi":"10.1101/770354","title":"Microbial Communities Associated with Sustained Anaerobic Reductive Dechlorination of α-, β-, γ-, and δ-Hexachlorocyclohexane Isomers to Monochlorobenzene and Benzene","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada; Government of Ontario; China Scholarship Council; Genome Canada; Ontario Genomics; Ontario Genomics Institute","keywords":"Hexachlorocyclohexane; Environmental chemistry; Reductive dechlorination; Lindane; Bioremediation; Benzene; Chemistry; Anaerobic bacteria; Methanogenesis; Contamination; Biodegradation; Bacteria; Biology; Methane; Pesticide; Organic chemistry; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001654968,0.0002974172,0.0001966632,0.0003256587,0.0002462096,0.000491178,0.000150402,0.0001974962,0.0004039012],"category_scores_gemma":[0.0002408908,0.0001428757,0.0001615741,0.0002765726,0.0001850171,0.0002078867,0.0003250665,0.0001900056,0.0001569431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001984262,"about_ca_system_score_gemma":0.0003052209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003711764,"about_ca_topic_score_gemma":0.004165526,"domain_scores_codex":[0.9998029,0.0000227274,0.00001945028,0.00005674581,0.00004737611,0.00005088967],"domain_scores_gemma":[0.9998385,0.00002264621,0.0000366879,0.000009475966,0.0000516286,0.00004103117],"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":[0.0001130443,0.00003237338,0.007843763,0.00002633883,0.000005750497,0.00003246839,0.00009706462,0.00005648618,0.9903885,0.00001298149,0.000006573213,0.001384712],"study_design_scores_gemma":[0.0000193809,0.001100981,0.3007814,0.00002652195,0.00005240006,0.0004546584,0.001192332,0.00157223,0.6934986,0.00008211045,0.00119974,0.00001965079],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999198,0.00005856998,0.0002844094,0.000007470614,0.000001758428,0.00001033223,0.0002296815,0.000004295081,0.0002054535],"genre_scores_gemma":[0.996383,0.0002341637,0.001195169,0.00001861956,0.000004512973,0.00002333114,0.001104664,0.000004832372,0.001031843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003711764,"threshold_uncertainty_score":0.007380307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009984308464984113,"score_gpt":0.1992709032539644,"score_spread":0.1892865947889803,"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."}}