{"id":"W6884439078","doi":"10.1021/es404122y.s001","title":"Bioremediation\\nof Chlorinated Ethenes in Fractured\\nBedrock and Associated Changes in Dechlorinating and Nondechlorinating\\nMicrobial Populations","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Groundwater; Bioaugmentation; Bioremediation; Population; Carbonate; Vinyl chloride; Dehalococcoides; Sulfate","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":[0.0001508007,0.0002911102,0.0002434816,0.0001900674,0.0002398521,0.0005079546,0.0003213897,0.0002223655,0.0005093334],"category_scores_gemma":[0.0001620506,0.0001562396,0.0002029306,0.0001896225,0.0003466694,0.0001256012,0.0002586781,0.0002305223,0.0001175011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001110252,"about_ca_system_score_gemma":0.0008404591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07932686,"about_ca_topic_score_gemma":0.1021327,"domain_scores_codex":[0.9997638,0.00001436674,0.00001356904,0.00006936013,0.00006612327,0.00007277313],"domain_scores_gemma":[0.9998991,0.00001177753,0.00002346453,0.000006425358,0.00004292161,0.00001628603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001775829,0.00003629271,0.0114335,0.0000571276,0.000008799948,0.00008297063,0.0001561038,0.0002066099,0.9852051,0.00003588405,0.00004114032,0.002558931],"study_design_scores_gemma":[0.00002010098,0.001016402,0.3280698,0.00002668625,0.00003246739,0.0001597901,0.00115459,0.00244784,0.6650318,0.00005443049,0.001966537,0.00001944021],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992152,0.00006127098,0.0001742796,0.000009196509,0.000002107149,0.000007077698,0.0001886764,0.000004855643,0.0003372623],"genre_scores_gemma":[0.9970475,0.0001354135,0.0006962573,0.00001919297,0.000001555676,0.00002262417,0.0004986596,0.000004643203,0.001574241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07932686,"threshold_uncertainty_score":0.1577303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03057697359555063,"score_gpt":0.2475396149667692,"score_spread":0.2169626413712186,"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."}}