{"id":"W1966452090","doi":"10.1002/cjce.21969","title":"Removal of isopropyl alcohol (IPA) in UPW by synergistic photocatalytic oxidation and adsorption","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Photocatalysis; Chemistry; Adsorption; Isopropyl alcohol; Acetone; Titanium dioxide; Ultrapure water; Activated carbon; Inorganic chemistry; Nuclear chemistry; Environmental chemistry; Chemical engineering; Organic chemistry; Catalysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001659772,0.0006016286,0.0006151051,0.0004898062,0.0002236146,0.0004503431,0.0003105969,0.0003886164,0.00034519],"category_scores_gemma":[0.000122453,0.000300764,0.00101435,0.000379324,0.0001681675,0.0003351852,0.0005222094,0.0003797754,0.0002118062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002578842,"about_ca_system_score_gemma":0.0002321426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009975595,"about_ca_topic_score_gemma":0.002747529,"domain_scores_codex":[0.9997401,0.00002441904,0.00001679412,0.00005091826,0.0001006481,0.00006710079],"domain_scores_gemma":[0.9999349,0.000008521074,0.00001440761,0.000009901336,0.00002358947,0.000008608979],"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":[0.00002390356,0.00001371897,0.0001171,0.00004526752,0.000009346719,0.00003428062,0.000007518699,0.00009612276,0.9976446,0.0000157484,0.00001531661,0.00197695],"study_design_scores_gemma":[0.000003357264,0.000108487,0.001113537,0.000003415862,0.00003297631,0.00005814726,0.00001218405,0.001338635,0.9967678,0.00001573558,0.0005395787,0.000006207824],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911658,0.001608935,0.00589385,0.00003852272,0.00002645911,0.00004772639,0.00009119706,0.00007545455,0.001051909],"genre_scores_gemma":[0.9889637,0.001040371,0.007993873,0.0000362955,0.000009421302,0.00004865479,0.0001554161,0.00002218729,0.001730114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009975595,"threshold_uncertainty_score":0.001983464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007404279854658165,"score_gpt":0.2113834455383917,"score_spread":0.2039791656837335,"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."}}