{"id":"W1965048538","doi":"10.1504/ijetm.2008.017864","title":"Performance improvement of TiO&lt;SUB align=right&gt;2 supported on adsorbents for photocatalytic degradation of MEK in air","year":2008,"lang":"en","type":"article","venue":"International Journal of Environmental Technology and Management","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National University of Singapore","keywords":"Adsorption; Photocatalysis; Photodegradation; Degradation (telecommunications); Zeolite; Montmorillonite; Catalysis; Materials science; Trichloroethylene; Chemical engineering; Specific surface area; Nuclear chemistry; Chemistry; Organic chemistry; Composite material","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":[0.0001690904,0.0001152583,0.0002172906,0.0006404223,0.00002841816,0.000001911606,0.0002635495,0.0000737705,0.00005052777],"category_scores_gemma":[0.000005823341,0.0001039117,0.00008355155,0.00009581086,0.0001191853,0.0001169792,0.00008547449,0.00008251728,0.000003709667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001142788,"about_ca_system_score_gemma":0.000007700563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006675753,"about_ca_topic_score_gemma":0.00001066643,"domain_scores_codex":[0.9988303,0.000009267691,0.0005860869,0.0001483062,0.0003108336,0.0001151882],"domain_scores_gemma":[0.9993395,0.00001922859,0.0004580791,0.0001326021,0.00002583367,0.00002482048],"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":[0.001246648,0.003036672,0.02447565,0.00015407,0.001506935,0.0001364439,0.000255436,0.002798377,0.865286,0.01224205,0.0002497363,0.08861197],"study_design_scores_gemma":[0.003163158,0.0008209726,0.04456066,0.0001149176,0.00007506389,0.00004412413,0.000176855,0.000667635,0.9453814,0.0008342186,0.004025911,0.0001350768],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983956,0.00006670198,0.0002525253,0.0001222111,0.0001285294,0.0003100453,0.00001739028,0.000005220639,0.0007017347],"genre_scores_gemma":[0.9977254,0.001351233,0.0004669092,0.00004588209,0.00001309087,0.0000291258,0.00002951214,0.00000983133,0.0003290289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0884769,"threshold_uncertainty_score":0.4237395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006519847943425805,"score_gpt":0.2072533992217753,"score_spread":0.2007335512783495,"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."}}