{"id":"W3152288965","doi":"10.1016/j.electacta.2021.138333","title":"Mo-doped ZnV2O6/reduced graphene oxide photoanodes for solar hydrogen production","year":2021,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Graphene; Hydrogen production; Oxide; Doping; Materials science; Hydrogen; Nanotechnology; Chemical engineering; Inorganic chemistry; Chemistry; Optoelectronics; Metallurgy","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":[0.00004481823,0.0002038353,0.0001813303,0.0001521295,0.0001223293,0.0002350058,0.0003043512,0.0002997698,0.0009683412],"category_scores_gemma":[0.00007165594,0.0001357461,0.0001301263,0.0001656848,0.00008576446,0.0002266553,0.0001735605,0.000338237,0.0002484614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002483818,"about_ca_system_score_gemma":0.00009353954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009217427,"about_ca_topic_score_gemma":0.002551651,"domain_scores_codex":[0.9999474,0.000003526241,0.000002582214,0.00001331018,0.00001959474,0.00001350477],"domain_scores_gemma":[0.9999787,0.000002657214,0.000004599672,0.000002549395,0.000006217691,0.000005283734],"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":[0.00005736697,0.00001524719,0.00004393854,0.00006130245,0.000004414117,0.00003543538,0.00001007845,0.0001315232,0.996855,0.0001675322,0.0001625578,0.002455546],"study_design_scores_gemma":[0.00000619032,0.00004636629,0.0004637474,0.000004302073,0.000007254264,0.00002307211,0.00001411357,0.001555315,0.9962415,0.00002791387,0.001606785,0.00000360015],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99259,0.001767534,0.00229409,0.0001312212,0.0001278945,0.00001536243,0.0002642815,0.000124389,0.002685278],"genre_scores_gemma":[0.9946619,0.0007051677,0.001658083,0.00002431023,0.000009105066,0.000009213256,0.0000979664,0.00001228571,0.002821977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009683412,"threshold_uncertainty_score":0.003239393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01248359017192634,"score_gpt":0.2571792621476907,"score_spread":0.2446956719757643,"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."}}