{"id":"W2093703994","doi":"10.1021/es049965z","title":"Comparative Evaluation of Chloroethene Dechlorination to Ethene by <i>Dehalococcoides</i>-like Microorganisms","year":2004,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dehalococcoides; Chemistry; Microorganism; Reductive dechlorination; Dilution; Strain (injury); Enrichment culture; Electron acceptor; Vinyl chloride; Food science; Halogenation; Microbiology; Biodegradation; Environmental chemistry; Bacteria; Biology; Biochemistry; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001000217,0.0001890464,0.0002031991,0.0002319543,0.0002222628,0.00002003777,0.0006611891,0.0001336062,0.002272987],"category_scores_gemma":[0.00005050362,0.0001773915,0.00003460529,0.001451891,0.002180551,0.0003287901,0.0004030325,0.0001306746,0.001651475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001377825,"about_ca_system_score_gemma":0.00004763501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007348495,"about_ca_topic_score_gemma":0.00005886683,"domain_scores_codex":[0.997622,0.000034323,0.0003230751,0.000593519,0.001022106,0.0004050474],"domain_scores_gemma":[0.9992976,0.000009991831,0.0001769454,0.0003562953,0.00001852356,0.000140712],"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":[0.000009210407,0.0001885645,0.002684076,6.305789e-7,0.000003179787,3.264064e-7,0.0005405439,0.001032667,0.9903997,0.00005138311,0.0002226124,0.004867163],"study_design_scores_gemma":[0.0005937532,0.0001925846,0.01733694,0.000006349636,0.00001522289,0.000007837107,0.0004618276,0.00006451499,0.9771278,0.0006459036,0.003348375,0.0001988776],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962156,0.00004480809,0.0006058289,0.001110588,0.0001527901,0.0006416254,0.00003537103,0.00005884,0.001134491],"genre_scores_gemma":[0.9972528,0.00001777185,0.002305111,0.0002790584,0.000007597782,0.00002378906,0.00001261474,0.000009598944,0.00009170697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01465287,"threshold_uncertainty_score":0.9991258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277886484115185,"score_gpt":0.2560931907274173,"score_spread":0.2433143258862655,"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."}}