{"id":"W2598535228","doi":"10.1039/c7cc01952a","title":"Titanium dioxide visible light photocatalysis: surface association enables photocatalysis with visible light irradiation","year":2017,"lang":"en","type":"article","venue":"Chemical Communications","topic":"Radical Photochemical Reactions","field":"Chemistry","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Institute of General Medical Sciences; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Photocatalysis; Visible spectrum; Titanium dioxide; Photochemistry; Irradiation; Materials science; Substrate (aquarium); Ultraviolet light; Ultraviolet; Semiconductor; Chemistry; Optoelectronics; Catalysis; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004034371,0.0004812085,0.0006479603,0.00009701635,0.001443316,0.000538581,0.003478488,0.0005469979,0.0005447667],"category_scores_gemma":[0.001663884,0.0004590129,0.0003456112,0.0004845935,0.000320485,0.0008697081,0.0007905085,0.001112875,0.0004456205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001169618,"about_ca_system_score_gemma":0.0002012702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005384006,"about_ca_topic_score_gemma":0.000199809,"domain_scores_codex":[0.9968649,0.00005023494,0.0007810289,0.0007743011,0.0008189601,0.0007106328],"domain_scores_gemma":[0.9906728,0.0007311514,0.001018377,0.006673217,0.0004427916,0.0004616288],"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":[0.00004961712,0.0005043675,0.00224724,0.00006084164,0.0003766992,0.000002286619,0.0001498703,0.00001706954,0.9916277,0.0002949602,0.004448994,0.0002203717],"study_design_scores_gemma":[0.0007695084,0.0000151894,0.0002553492,0.0001457316,0.0004156934,0.000006682893,0.0001660975,0.001222704,0.931994,0.0006160465,0.06383215,0.0005609038],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5319986,0.001488704,0.0005478666,0.02319782,0.0001614696,0.001363889,0.000319659,0.001231915,0.4396901],"genre_scores_gemma":[0.9888499,0.0003290088,0.00382012,0.0001477138,0.000161654,0.0004779904,0.0008281567,0.0001037464,0.005281677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4568513,"threshold_uncertainty_score":0.9998567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0164152629078337,"score_gpt":0.2663958737229428,"score_spread":0.2499806108151091,"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."}}