{"id":"W2322063763","doi":"10.1021/am501344e","title":"Varying TiO<sub>2</sub> Macroscopic Fiber Morphologies toward Tuning Their Photocatalytic Properties","year":2014,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Photocatalysis; Anatase; Chemical engineering; Brookite; Fiber; Acetone; Amorphous solid; Nanoparticle; Degradation (telecommunications); Porosity; Composite material; Nanotechnology; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005409529,0.0005278403,0.0007543786,0.0001266403,0.0002404954,0.0005129566,0.0006618844,0.0002327468,0.0005296138],"category_scores_gemma":[0.00005027216,0.0004028772,0.00005328927,0.0001393482,0.0001816243,0.0002372258,0.0004536246,0.0001868286,0.001962852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007751392,"about_ca_system_score_gemma":0.00002917892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003671178,"about_ca_topic_score_gemma":0.00003221151,"domain_scores_codex":[0.9975557,0.0001220051,0.0007060752,0.0007024916,0.0002597916,0.0006539384],"domain_scores_gemma":[0.9987167,0.00009817948,0.0002953728,0.0007439675,0.00006413154,0.000081641],"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":[0.0001327071,0.00004842032,0.000007443615,0.0001678985,0.0001077664,0.000002634435,0.001380888,0.0007193971,0.9932601,0.0005678941,0.0001588733,0.003446005],"study_design_scores_gemma":[0.0004377939,0.00007502251,0.00003888404,0.0001183597,0.00006274831,0.000008126396,0.0005513707,0.00003087549,0.996174,0.0009363603,0.001068324,0.0004980868],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918387,0.0001844274,0.00006073625,0.0000598562,0.0004756743,0.0005830827,0.00002172119,0.0003841514,0.00639165],"genre_scores_gemma":[0.9984007,0.0000843896,0.0001368645,0.000236585,0.0002176979,0.0003958972,0.00007670141,0.0001057487,0.0003454172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006561998,"threshold_uncertainty_score":0.9998423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309764723963447,"score_gpt":0.2186542528889012,"score_spread":0.1955566056492667,"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."}}