{"id":"W4312392768","doi":"10.1039/d2ya00110a","title":"Understanding the role of metal supported on TiO<sub>2</sub> in photoreforming of oxygenates","year":2022,"lang":"en","type":"article","venue":"Energy Advances","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Oxygenate; Environmental chemistry; Metal; Environmental science; Nanotechnology; Materials science; Chemistry; Organic chemistry; Catalysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001390663,0.000250433,0.0001572496,0.00008702768,0.000146601,0.0004555908,0.0005073567,0.0008549995,0.0008572555],"category_scores_gemma":[0.0001855034,0.0001361453,0.0001116576,0.00008074558,0.00044815,0.0009976783,0.0001763857,0.0004808213,0.0002401869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002865857,"about_ca_system_score_gemma":0.0001757952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008136317,"about_ca_topic_score_gemma":0.001507869,"domain_scores_codex":[0.9999421,0.000004708421,0.000002287456,0.00001295729,0.00001978053,0.00001823184],"domain_scores_gemma":[0.9999628,0.00001309576,0.00001008873,0.00000400962,0.000006717373,0.000003305692],"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":[0.0001235208,0.000054761,0.0005220099,0.000362357,0.00001152388,0.0002205717,0.0001235464,0.0014429,0.9812282,0.006437521,0.0003983004,0.009074746],"study_design_scores_gemma":[0.00002397498,0.0002429394,0.00365084,0.00004176938,0.00003368577,0.0003579829,0.0005387951,0.03061742,0.9468589,0.006177307,0.01143578,0.00002067263],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666941,0.00771376,0.01203507,0.001719257,0.0001459582,0.00003314032,0.0001217772,0.0001138924,0.01142298],"genre_scores_gemma":[0.9923204,0.002681575,0.002751465,0.000161681,0.00002094875,0.00001127935,0.00007508935,0.000008871924,0.001968744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008572555,"threshold_uncertainty_score":0.002867818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01852514839551523,"score_gpt":0.2461901410925623,"score_spread":0.2276649926970471,"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."}}