{"id":"W2327893161","doi":"10.1021/am3016922","title":"Mesoporous Hollow Sphere Titanium Dioxide Photocatalysts through Hydrothermal Silica Etching","year":2012,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Calcination; Chemical engineering; Photocatalysis; Hydrothermal circulation; Anatase; Titanium dioxide; Mesoporous material; Mesoporous silica; Dispersity; Crystallization; Adsorption; Titanium; Reagent; Nanotechnology; Composite material; Catalysis; Organic chemistry; Polymer chemistry; Metallurgy","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":[0.0005718956,0.0005511604,0.0007810696,0.00005677242,0.0002115778,0.0002424793,0.0006482762,0.0002919747,0.003908711],"category_scores_gemma":[0.00001966486,0.0004772583,0.00007480376,0.000172801,0.0000981663,0.000560583,0.0003139696,0.0002152026,0.003096231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009613785,"about_ca_system_score_gemma":0.00002728871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002003814,"about_ca_topic_score_gemma":0.0002074974,"domain_scores_codex":[0.9972251,0.00009154469,0.0007786952,0.0005825281,0.0003988303,0.0009233008],"domain_scores_gemma":[0.9985133,0.00008173923,0.0003443432,0.0008776212,0.00003651749,0.0001464783],"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":[0.0001554733,0.0001632924,0.0000432042,0.00006624047,0.0002103612,0.00000556319,0.002147766,0.000110705,0.9892074,0.006529294,0.0006474421,0.0007132146],"study_design_scores_gemma":[0.0004867376,0.00003891302,0.0000909249,0.00003736134,0.0001130136,0.00001751187,0.000730717,8.94194e-7,0.9855553,0.0006602526,0.01171191,0.0005564768],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.93968,0.0006305362,0.00005961554,0.00004290416,0.0008216198,0.0006261902,0.00004317013,0.0002925994,0.05780334],"genre_scores_gemma":[0.9965401,0.0000653959,0.0007130351,0.0003505156,0.0006548156,0.0002796068,0.00009715257,0.0001494303,0.001150004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05686002,"threshold_uncertainty_score":0.9997679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145000080854504,"score_gpt":0.240004451241545,"score_spread":0.2255044431560946,"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."}}