{"id":"W4399803640","doi":"10.1016/j.cattod.2024.114904","title":"The role of Cu and film thickness on the photocatalytic activity of mesoporous spin coated TiO2 films","year":2024,"lang":"en","type":"article","venue":"Catalysis Today","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Santé et de Services Sociaux Cavendish","funders":"UK Catalysis Hub; Engineering and Physical Sciences Research Council; Cardiff University","keywords":"Photocatalysis; Mesoporous material; Materials science; Catalysis; Nanotechnology; Chemical engineering; Spin (aerodynamics); Chemistry; Physics; Organic chemistry; Engineering","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":[0.0009147808,0.0002600449,0.00045921,0.000121603,0.0002280493,0.0001033795,0.0004772225,0.0001411551,0.0002513138],"category_scores_gemma":[0.0001571561,0.0001448432,0.0003063283,0.0007385146,0.0003196854,0.000123591,0.0001459283,0.0003080245,0.0001000194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000353777,"about_ca_system_score_gemma":0.00006959531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002511471,"about_ca_topic_score_gemma":0.0005624018,"domain_scores_codex":[0.998231,0.0001833947,0.0004536066,0.0004261228,0.0004239533,0.0002819375],"domain_scores_gemma":[0.997648,0.0008909857,0.0002081499,0.001079,0.0001000069,0.000073859],"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":[0.0002530651,0.0003647957,0.000655025,0.0002709822,0.001920323,0.00002347483,0.004256011,0.001106704,0.9062901,0.03654755,0.00371579,0.04459619],"study_design_scores_gemma":[0.0001765495,0.00008460229,0.0007384721,0.00009924218,0.0003871173,0.000007958904,0.0009612743,0.0157952,0.9539082,0.001075868,0.02654045,0.0002250344],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797797,0.002874013,0.00003066719,0.0002890324,0.0001334589,0.0004219706,0.00006424348,0.0000654312,0.01634148],"genre_scores_gemma":[0.9968747,0.0002113461,0.000007757262,0.00003814139,0.00003756114,0.00007944318,0.00007314316,0.0000376904,0.00264014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04761814,"threshold_uncertainty_score":0.5906533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009306977749807913,"score_gpt":0.2338017787532639,"score_spread":0.224494801003456,"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."}}