{"id":"W2989053737","doi":"10.1039/c9ra07388d","title":"Surface-assembled non-noble metal nanoscale Ni-colloidal thin-films as efficient electrocatalysts for water oxidation","year":2019,"lang":"en","type":"article","venue":"RSC Advances","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia; University of Engineering and Technology, Lahore","keywords":"Nanoscopic scale; Noble metal; Materials science; Colloid; Nanotechnology; Metal; Chemical engineering; Thin film; 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":[0.0001130476,0.0002717188,0.0002248393,0.0001924386,0.0001675931,0.0003179068,0.0003403107,0.0003152259,0.000828158],"category_scores_gemma":[0.0002000236,0.0002417036,0.0001570622,0.0001846671,0.0001474603,0.0002746602,0.0001832051,0.0005248039,0.0003818142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002496992,"about_ca_system_score_gemma":0.0001962957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001109894,"about_ca_topic_score_gemma":0.006609207,"domain_scores_codex":[0.9998534,0.000009690165,0.00001050009,0.00003942248,0.00006874394,0.00001822355],"domain_scores_gemma":[0.9999558,0.000008077783,0.000006591662,0.000004772796,0.00001453675,0.00001027597],"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":[0.000008855363,0.00001112673,0.00002772406,0.00002537289,0.000004391694,0.00002276722,0.00001096232,0.00003431312,0.9986581,0.00007641532,0.00006865207,0.001051281],"study_design_scores_gemma":[0.000005700766,0.00002853922,0.0004193184,0.000002411208,0.000009019814,0.00004952021,0.00001395929,0.001005584,0.9970616,0.00003452103,0.001367066,0.000002790422],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626377,0.003619963,0.02400776,0.0002007905,0.0002527361,0.0001513393,0.0004195167,0.0004263658,0.008283866],"genre_scores_gemma":[0.9757733,0.0007991688,0.01629362,0.00005594647,0.00001784601,0.00004722835,0.0003869156,0.00005948761,0.00656643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001109894,"threshold_uncertainty_score":0.002770424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005328886607848055,"score_gpt":0.2311966551643805,"score_spread":0.2258677685565324,"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."}}