{"id":"W1991295438","doi":"10.1021/bp0257776","title":"Naphthalene Biodegradation from Non-Aqueous-Phase Liquids in Batch and Column Systems: Comparison of Biokinetic Rate Coefficients","year":2003,"lang":"en","type":"article","venue":"Biotechnology Progress","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Naphthalene; Biodegradation; Aqueous solution; Chemistry; Chromatography; Phase (matter); Column (typography); Organic chemistry; Mathematics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000350161,0.0002477521,0.0005532784,0.0001446202,0.00004955676,0.00002476468,0.0002787687,0.0007706662,0.00007190027],"category_scores_gemma":[0.0002749862,0.0002520418,0.00003634874,0.0004374351,0.0005879577,0.00003318875,0.0001116541,0.0003245332,0.000005971436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130491,"about_ca_system_score_gemma":0.00006858577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005658464,"about_ca_topic_score_gemma":0.000006465209,"domain_scores_codex":[0.9981563,0.00007668524,0.0006764361,0.0005433699,0.0001903841,0.0003567938],"domain_scores_gemma":[0.9989672,0.0001421645,0.0002754981,0.0004505368,0.00007945131,0.00008520839],"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":[0.0002809117,0.002004528,0.1030796,0.0008473429,0.0001994166,0.00008521644,0.0002399974,0.00002414137,0.8690529,0.0005992395,0.00008086389,0.02350587],"study_design_scores_gemma":[0.001787261,0.0001172056,0.0002986867,0.0002581755,0.00004161214,0.00001388628,0.0004426921,0.008741661,0.9861152,0.00007293931,0.001833487,0.0002771522],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898211,0.002971377,0.006343263,0.0001596576,0.00007655782,0.0002080094,0.00005584586,0.000104344,0.000259889],"genre_scores_gemma":[0.9859131,0.00007798678,0.01374321,0.000005595426,0.00001142276,0.00005641672,0.00006268355,0.00002219446,0.0001073899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1170623,"threshold_uncertainty_score":0.9999932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02382330059777064,"score_gpt":0.3243597666464498,"score_spread":0.3005364660486791,"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."}}