{"id":"W1973236367","doi":"10.1007/s11244-013-0080-8","title":"Photocatalytic H2 Production from Ethanol–Water Mixtures Over Pt/TiO2 and Au/TiO2 Photocatalysts: A Comparative Study","year":2013,"lang":"en","type":"article","venue":"Topics in Catalysis","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":77,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"MacDiarmid Institute for Advanced Materials and Nanotechnology","keywords":"Photocatalysis; X-ray photoelectron spectroscopy; Materials science; Metal; Catalysis; Surface plasmon resonance; Nanoparticle; Photoluminescence; Photochemistry; Nuclear chemistry; Chemistry; Nanotechnology; Chemical engineering; Metallurgy; Organic chemistry","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":[0.0002077438,0.0002351342,0.0003328178,0.0002637498,0.0001930776,0.0003892126,0.0003285022,0.0003513428,0.0007824125],"category_scores_gemma":[0.0001564605,0.0001497467,0.0002989809,0.0002845123,0.00022739,0.0003737258,0.0001483953,0.0002434637,0.0001748203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004377138,"about_ca_system_score_gemma":0.0001544661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003915748,"about_ca_topic_score_gemma":0.004252759,"domain_scores_codex":[0.9998561,0.00001550303,0.00001066603,0.00002775811,0.00005357583,0.00003647939],"domain_scores_gemma":[0.9999359,0.00001942213,0.000006784793,0.000007430377,0.00002385024,0.000006661791],"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":[0.0004300918,0.00006266592,0.0004814285,0.00009496327,0.00002309774,0.0000878823,0.00003498211,0.0002687339,0.9951289,0.00006328307,0.00004587615,0.003278022],"study_design_scores_gemma":[0.000009913542,0.0001561567,0.0021315,0.000001581611,0.00001826349,0.00004607912,0.00003797058,0.001127043,0.9959947,0.00001559533,0.00045791,0.000003286514],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966276,0.001138062,0.000729593,0.0000214463,0.00001049492,0.000009643834,0.00008548492,0.00001450097,0.001363029],"genre_scores_gemma":[0.9985299,0.0003082559,0.0002904215,0.000005509408,0.000003107462,0.000002530228,0.00006507448,0.000002917409,0.0007921346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003915748,"threshold_uncertainty_score":0.007785916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02350552101016612,"score_gpt":0.2999239520395142,"score_spread":0.2764184310293481,"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."}}