{"id":"W2076581897","doi":"10.1002/cjce.5450830608","title":"Dissolution Rate of BTEX Contaminants in Water","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"BTEX; Dissolution; Ethylbenzene; Benzene; Environmental chemistry; Toluene; Solubility; Contamination; Chemistry; Xylene; Mass transfer coefficient; Mass transfer; Environmental engineering; Environmental science; Chromatography; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001466063,0.00004423549,0.00006903829,0.00003294858,0.00001364697,0.000006837633,0.00007012655,0.00002374794,0.000152436],"category_scores_gemma":[0.00001537494,0.00002620331,0.00002776341,0.00004829203,0.00003005093,0.0001008796,0.000006760869,0.00007307505,0.00001544852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002414279,"about_ca_system_score_gemma":0.00001015947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002801507,"about_ca_topic_score_gemma":0.001920045,"domain_scores_codex":[0.9996439,0.000006731353,0.0001355069,0.00003215049,0.00004724494,0.0001344259],"domain_scores_gemma":[0.9998293,0.00001041597,0.0000253937,0.00004111198,0.000004170729,0.00008963773],"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":[0.00001358739,0.00001705448,0.02154492,0.000004629242,0.00001091131,0.0000149535,0.0008438625,0.0438479,0.9318463,0.00003733438,0.000124429,0.001694147],"study_design_scores_gemma":[0.0003769186,0.00002168483,0.03019466,0.00003034141,0.00001158458,0.00003308133,0.000005823049,0.003367832,0.9648204,0.00008896664,0.0009825595,0.00006614697],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992701,0.00002267683,0.00005570571,0.000374984,0.00004517917,0.00002401128,4.055958e-7,0.000001391909,0.0002055708],"genre_scores_gemma":[0.999849,6.597069e-7,0.00006335654,0.00001523097,0.00003500206,4.608913e-7,6.218636e-7,0.000003596658,0.00003206759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04048006,"threshold_uncertainty_score":0.4235059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00459276684628819,"score_gpt":0.1654545372450883,"score_spread":0.1608617703988001,"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."}}