{"id":"W2377651857","doi":"","title":"Optimum Process for Photocatalytic Degradation of Bleach Wastewater","year":2006,"lang":"en","type":"article","venue":"","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Bleach; Degradation (telecommunications); Photocatalysis; Phenol; Wastewater; Chemistry; Catalysis; Pulp and paper industry; Reaction rate; Chromatography; Nuclear chemistry; Chemical engineering; Environmental engineering; Organic chemistry; Environmental science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003349926,0.0005318099,0.0007132021,0.0004204015,0.0002880811,0.0008057277,0.0003000643,0.0007756308,0.001399408],"category_scores_gemma":[0.0006543476,0.0002882759,0.0004329867,0.0003792587,0.0002177737,0.0007200588,0.0002992059,0.0006735974,0.0005110165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004387002,"about_ca_system_score_gemma":0.000484217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008848508,"about_ca_topic_score_gemma":0.001469146,"domain_scores_codex":[0.9995491,0.00006349709,0.00004386046,0.0001390298,0.0001164453,0.0000880763],"domain_scores_gemma":[0.9998009,0.00005221829,0.00005655757,0.00001346277,0.00004736436,0.00002955774],"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":[0.0001842363,0.00006749578,0.0002072515,0.0001916834,0.000006818574,0.00004515856,0.00002761228,0.000378434,0.9956099,0.00008200236,0.00007041969,0.003129103],"study_design_scores_gemma":[0.00002612459,0.0004642657,0.00152107,0.0000176009,0.00003141681,0.00009280034,0.00003557406,0.001048867,0.994589,0.00006986057,0.002088742,0.0000147513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657038,0.006262437,0.02443409,0.0002460096,0.00009746301,0.000167459,0.0004704608,0.0002513219,0.002366909],"genre_scores_gemma":[0.9755223,0.002949288,0.01891813,0.00007980155,0.00002769457,0.0001348991,0.0004341618,0.00005084056,0.001882854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001399408,"threshold_uncertainty_score":0.004681468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02213646901616092,"score_gpt":0.2660396855982748,"score_spread":0.2439032165821139,"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."}}