{"id":"W2084586192","doi":"10.1016/j.jhazmat.2005.07.060","title":"Oxidation of gas phase trichloroethylene and toluene using composite sol–gel TiO2 photocatalytic coatings","year":2005,"lang":"en","type":"article","venue":"Journal of Hazardous Materials","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Photocatalysis; Toluene; Trichloroethylene; Calcination; Materials science; Composite number; Chemical engineering; Abrasion (mechanical); Composite material; Catalysis; Chemistry; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.000954075,0.0002077592,0.0007576342,0.0002503624,0.00009331131,0.0001184413,0.0001849058,0.000106625,0.0003495647],"category_scores_gemma":[0.00006843043,0.0001796139,0.0001390714,0.0001278232,0.00006141872,0.0004078922,0.00005400229,0.0001002134,0.00001572557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008847343,"about_ca_system_score_gemma":0.00006791092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003222916,"about_ca_topic_score_gemma":0.00002796758,"domain_scores_codex":[0.9978026,0.000133013,0.001296267,0.0001709984,0.0003611404,0.0002359614],"domain_scores_gemma":[0.9979059,0.00007557354,0.001408357,0.0002213141,0.0002634624,0.000125472],"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":[0.0004182357,0.0002454227,0.00003791666,0.00007089522,0.000100197,0.00001858943,0.0004662402,0.0008965626,0.9937209,0.00005634148,0.0001141283,0.003854556],"study_design_scores_gemma":[0.002623783,0.0002788043,0.00008532688,0.000115416,0.000247575,0.0002894556,0.000082452,0.000614681,0.9929155,0.0001473583,0.00242659,0.0001730736],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981431,0.0004157081,0.0006075812,0.0000885959,0.0002530895,0.0001891944,0.00002205501,0.0000132593,0.0002673901],"genre_scores_gemma":[0.9955388,0.0001519547,0.003642611,0.00007807691,0.0004173545,0.000002566718,0.00001880687,0.00003390597,0.0001158986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003681483,"threshold_uncertainty_score":0.7324444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01993029495920373,"score_gpt":0.2779455825196904,"score_spread":0.2580152875604867,"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."}}