{"id":"W2018463508","doi":"10.1016/j.apcatb.2011.02.021","title":"Composite template-free TiO2 photocatalyst: Synthesis, characteristics and photocatalytic activity","year":2011,"lang":"en","type":"article","venue":"Applied Catalysis B: Environmental","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Photocatalysis; Calcination; Materials science; Scanning electron microscope; Composite number; Chemical engineering; Formic acid; Catalysis; Specific surface area; BET theory; Fluidized bed; Nanotechnology; Composite material; Organic chemistry; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003665802,0.0007251169,0.0009546438,0.0002525839,0.0004228536,0.000103783,0.0008315917,0.0003018621,0.001635406],"category_scores_gemma":[0.00001900497,0.000731348,0.0003197025,0.0002921657,0.0004342482,0.0003258899,0.000668591,0.000393949,0.001816617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002123528,"about_ca_system_score_gemma":0.00002196289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001027226,"about_ca_topic_score_gemma":0.0001284469,"domain_scores_codex":[0.9966788,0.00008060904,0.0007137081,0.001201767,0.0005880597,0.0007370584],"domain_scores_gemma":[0.9970545,0.0001469272,0.0004192798,0.0019557,0.000009280009,0.000414328],"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":[0.0005530858,0.001477697,0.007966731,0.00008930037,0.00120106,0.00009338967,0.001978336,0.00001411043,0.9604631,0.0008169477,0.0002935914,0.02505263],"study_design_scores_gemma":[0.001256537,0.00007924575,0.06916209,0.00002263805,0.001203945,0.00007604375,0.0004636624,0.0003953143,0.9190961,0.0004205581,0.006505456,0.001318393],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704963,0.0001149721,0.0002076496,0.00001453026,0.00009081214,0.0008052406,0.0002349518,0.0001714253,0.02786414],"genre_scores_gemma":[0.9969946,0.0001669938,0.0005273791,0.0001255929,0.00009308229,0.000535904,0.000824808,0.0001353264,0.0005962804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06119536,"threshold_uncertainty_score":0.9995137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278202982215763,"score_gpt":0.1802947445721932,"score_spread":0.1675127147500355,"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."}}