{"id":"W2003344072","doi":"10.1080/10889860490279487","title":"Impact of Chlorofluorocarbon 113 on Chlorinated Ethene Biodegradation","year":2004,"lang":"en","type":"article","venue":"Bioremediation Journal","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Chemistry; Biodegradation; Chlorofluorocarbon; Degradation (telecommunications); Environmental remediation; Environmental chemistry; Ethanol; Aqueous solution; Bioremediation; Bioaugmentation; Nuclear chemistry; Organic chemistry; Contamination","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000373889,0.0001573634,0.0001528756,0.0001265439,0.0000975657,0.00003241476,0.000179556,0.000108639,0.001584517],"category_scores_gemma":[0.0001257357,0.0001166034,0.0001422956,0.0003995316,0.0001119661,0.0002416504,0.0000289197,0.0001852255,0.0003893024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005541153,"about_ca_system_score_gemma":0.00007141278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009537592,"about_ca_topic_score_gemma":0.00001711614,"domain_scores_codex":[0.9986191,0.00004573553,0.0004119488,0.0001794545,0.0005124995,0.0002312126],"domain_scores_gemma":[0.999209,0.00001828616,0.0004017114,0.0001466804,0.00004782562,0.0001765077],"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":[0.0001717985,0.0003059904,0.06874681,0.000003008004,0.00003338661,0.000005254274,0.000415092,0.002346278,0.9167197,0.00007176701,0.001661611,0.00951924],"study_design_scores_gemma":[0.001710487,0.0006719892,0.7169523,0.00002455449,0.0000152614,0.00002358086,0.00002447757,0.0000827844,0.2794111,0.0004704599,0.0004087705,0.0002042859],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979178,0.0000159147,0.0002799482,0.0004970185,0.0003989012,0.000135833,0.00001826659,0.00002741111,0.0007089263],"genre_scores_gemma":[0.9990858,0.0001303671,0.000443452,0.00009857779,0.0001583363,0.0000011039,0.00003096231,0.00001162922,0.00003976707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6482055,"threshold_uncertainty_score":0.9993282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160625840772895,"score_gpt":0.2548600105674551,"score_spread":0.2432537521597262,"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."}}