{"id":"W2852231439","doi":"10.1039/c8sc00899j","title":"Insights into the mechanism and aging of a noble-metal free H<sub>2</sub>-evolving dye-sensitized photocathode","year":2018,"lang":"en","type":"article","venue":"Chemical Science","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Indigenous and Northern Affairs Canada; Centre National de la Recherche Scientifique; Agence Nationale de la Recherche","keywords":"Photocathode; Noble metal; Mechanism (biology); Materials science; Metal; Chemistry; Physics; Metallurgy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002442843,0.0003808558,0.0002775468,0.0001701365,0.0002094311,0.0005294088,0.0005684109,0.0005239233,0.001737153],"category_scores_gemma":[0.0005625823,0.000175475,0.0001914868,0.0001398749,0.0002822703,0.00075479,0.0002271739,0.000726492,0.0005136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004905585,"about_ca_system_score_gemma":0.0002626074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006206739,"about_ca_topic_score_gemma":0.0008881387,"domain_scores_codex":[0.9998511,0.00000778777,0.00001032918,0.00004354682,0.0000630369,0.00002409972],"domain_scores_gemma":[0.9997151,0.00007496578,0.00004621346,0.00005629122,0.00008823683,0.0000191339],"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":[0.0000391107,0.00001273169,0.0007033202,0.00004036695,0.00000568237,0.0001492879,0.0000513652,0.0001360152,0.9945116,0.0005196359,0.00005021625,0.003780637],"study_design_scores_gemma":[0.000001082135,0.00002997156,0.001347861,9.964502e-7,0.000004243604,0.0001551484,0.00001597386,0.001459932,0.9960676,0.0000853898,0.0008293666,0.000002255522],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477111,0.002214354,0.04536537,0.0003083516,0.0001231919,0.00006488957,0.0003542514,0.0006191573,0.003239502],"genre_scores_gemma":[0.9881397,0.0005378435,0.007189461,0.00006316956,0.00001186079,0.00001591314,0.0001719372,0.00004538024,0.003824526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001737153,"threshold_uncertainty_score":0.005811334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007418456895591389,"score_gpt":0.20740983431232,"score_spread":0.1999913774167286,"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."}}