{"id":"W2083739577","doi":"10.1021/ie051098z","title":"Photodegradation of Benzoic Acid over Metal-Doped TiO<sub>2</sub>","year":2006,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":182,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Dopant; Photocatalysis; Photodegradation; Materials science; X-ray photoelectron spectroscopy; Inorganic chemistry; Diffuse reflectance infrared fourier transform; Raman spectroscopy; Metal; Titanium dioxide; Doping; Photoluminescence; Benzoic acid; Nuclear chemistry; Chemistry; Chemical engineering; Catalysis; Organic chemistry; Optics","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":[0.0009008921,0.0002311134,0.0003576189,0.0001578347,0.00008866913,0.0000732203,0.0003622751,0.0004029926,0.000278143],"category_scores_gemma":[0.0003235358,0.0002404104,0.000178619,0.0008885872,0.00006438142,0.0001461,0.0001127052,0.0008264724,0.00004660579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001925329,"about_ca_system_score_gemma":0.0001285411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009966972,"about_ca_topic_score_gemma":0.00002124033,"domain_scores_codex":[0.9975876,0.00006130672,0.00051852,0.0003985095,0.0008722039,0.000561871],"domain_scores_gemma":[0.9988624,0.000162189,0.00009710771,0.0005426147,0.0002057865,0.0001298509],"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":[0.00004638876,0.0000944364,0.00009213681,0.00005441769,0.00007163958,0.0000101472,0.00001715422,0.007522493,0.9901302,0.0001716531,0.0008670676,0.00092226],"study_design_scores_gemma":[0.0008986291,0.00002442114,0.0001806339,0.00004784806,0.00002732311,0.000003654231,0.00001709566,0.002287378,0.9890346,0.0000520205,0.007210659,0.0002157672],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948786,0.0001592071,0.00001857064,0.00002427607,0.0001184229,0.0002231152,0.00002654349,0.00008544666,0.004465742],"genre_scores_gemma":[0.9979294,0.00001633623,0.00001639791,0.000001728964,0.0008450454,0.00006189583,0.00024083,0.00005315912,0.0008352373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006343591,"threshold_uncertainty_score":0.980365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04401834501095805,"score_gpt":0.2783303210776998,"score_spread":0.2343119760667418,"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."}}