{"id":"W3135933137","doi":"10.3390/catal11030405","title":"Hydrogen Production via Pd-TiO2 Photocatalytic Water Splitting under Near-UV and Visible Light: Analysis of the Reaction Mechanism","year":2021,"lang":"en","type":"article","venue":"Catalysts","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Photocatalysis; Photochemistry; Hydrogen peroxide; Hydrogen; Carbon monoxide; Adsorption; Radical; Hydrogen production; Redox; Inorganic chemistry; Visible spectrum; Catalysis; Materials science; 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":[0.0003864524,0.0002651235,0.0005053276,0.0002514756,0.0002671154,0.00004224234,0.0002392271,0.0001602021,0.00005186244],"category_scores_gemma":[0.00009458021,0.0001928094,0.0003090558,0.001710988,0.0001107942,0.0003479849,0.0002593492,0.0002074671,0.00002830707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001626922,"about_ca_system_score_gemma":0.00004906045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006470975,"about_ca_topic_score_gemma":0.0007364195,"domain_scores_codex":[0.9979162,0.0001118924,0.0005437511,0.0007195188,0.0003737751,0.0003349008],"domain_scores_gemma":[0.9980641,0.00003732535,0.0002629211,0.001321331,0.0002327562,0.0000815846],"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":[0.00001684133,0.00006830847,0.0001563649,0.00004367495,0.0008517394,0.000005280008,0.0007448117,0.001250254,0.9951943,0.0006720322,0.00002265632,0.0009737242],"study_design_scores_gemma":[0.0001298053,0.0000151334,0.0005508579,0.00003329341,0.001646703,0.00003652529,0.0001710315,0.001932101,0.9875094,0.00675186,0.0009906124,0.0002326753],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962878,0.0001849784,0.001160628,0.0003680881,0.0001550814,0.0004149217,0.00000672699,0.000173383,0.001248391],"genre_scores_gemma":[0.997421,0.00002397029,0.0004277023,0.00008170467,0.00006369574,0.0000923539,0.0003246652,0.00004834468,0.001516611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007684912,"threshold_uncertainty_score":0.7862537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062079014025251,"score_gpt":0.2450435354470779,"score_spread":0.2344227453068254,"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."}}