{"id":"W2069223465","doi":"10.1002/aic.690460719","title":"Rigorous modeling of UV absorption by TiO<sub>2</sub> films in a photocatalytic reactor","year":2000,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Absorption (acoustics); Photocatalysis; Radiation; Materials science; Irradiation; Wavelength; Catalysis; Optics; Photon; Optoelectronics; Radiant energy; Photochemistry; Chemistry; Composite material; Physics; 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":[],"consensus_categories":[],"category_scores_codex":[0.000439662,0.0002211337,0.0003664585,0.0002184035,0.00005856105,0.00003146367,0.000294543,0.000172697,0.0004040139],"category_scores_gemma":[0.00005835619,0.0002133372,0.0001512101,0.0003687084,0.00004746109,0.0004480511,0.00002769855,0.000570589,0.00008670413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001788332,"about_ca_system_score_gemma":0.00005601769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005058182,"about_ca_topic_score_gemma":0.0001723759,"domain_scores_codex":[0.9981885,0.00008007293,0.0007534975,0.0002548344,0.0003611147,0.0003619751],"domain_scores_gemma":[0.9991041,0.000056127,0.0002587546,0.0003661237,0.00009327594,0.0001215587],"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":[0.0001761032,0.0002080906,0.0001036401,0.00001733378,0.00005037971,0.00002693701,0.0003968651,0.03841565,0.9370809,0.00004615803,0.001125507,0.02235245],"study_design_scores_gemma":[0.0008105851,0.0001235129,0.00007397429,0.0001578487,0.00005000275,0.0001722514,0.00009018382,0.06762739,0.9237934,0.005854489,0.0009270795,0.0003192544],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993028,0.0003016005,0.003017518,0.00003153951,0.00004211191,0.00020995,0.000008172167,0.00008399948,0.003277139],"genre_scores_gemma":[0.9971145,0.00073912,0.001702136,0.00009489134,0.00007271917,0.00003339061,0.00003806957,0.00005110112,0.000154107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02921174,"threshold_uncertainty_score":0.8699638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161344979084723,"score_gpt":0.2487357181549554,"score_spread":0.2371222683641082,"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."}}