{"id":"W3203262621","doi":"10.1039/d1qm01136g","title":"Modulating the multiple intrinsic properties of platinum–iron alloy nanowires towards enhancing collaborative electrocatalysis","year":2021,"lang":"en","type":"article","venue":"Materials Chemistry Frontiers","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Henan Province University Innovation Talents Support Program; Higher Education Discipline Innovation Project; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Electrocatalyst; Materials science; Alloy; Anode; Cathode; Nanowire; Fuel cells; Platinum; Nanotechnology; Electrochemistry; Chemical engineering; Electrode; Catalysis; Metallurgy; Chemistry; Physical 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":[0.0001275947,0.000221363,0.0001919788,0.00008362648,0.0001247505,0.0004342973,0.0002436056,0.000220697,0.0005410657],"category_scores_gemma":[0.0002828662,0.000176671,0.000090651,0.000113473,0.0001788585,0.0003697338,0.0002255398,0.0002341073,0.0002010663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002712247,"about_ca_system_score_gemma":0.0001134166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001988344,"about_ca_topic_score_gemma":0.0008840389,"domain_scores_codex":[0.9999186,0.000006333429,0.000005951975,0.00002367226,0.00003166376,0.00001370223],"domain_scores_gemma":[0.9999238,0.00002124036,0.00001981907,0.000008275357,0.00001707255,0.000009806633],"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":[0.00001800633,0.00001241955,0.0001076064,0.00002323112,0.000003111843,0.0000207252,0.0000156506,0.0002833701,0.9962493,0.0005269205,0.00004472138,0.002695014],"study_design_scores_gemma":[0.000004354211,0.00002821589,0.0002577803,0.000002324271,0.000004497958,0.00002516773,0.000008327932,0.004289165,0.9945152,0.00008111338,0.0007811802,0.000002642222],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795767,0.0005229797,0.01467486,0.0001027771,0.00003955092,0.00002013603,0.00005070783,0.00008971816,0.004922629],"genre_scores_gemma":[0.9945238,0.0002428888,0.004140366,0.00001470073,0.000006301757,0.00001159207,0.00002832492,0.00002177457,0.001010316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005410657,"threshold_uncertainty_score":0.001967907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006328452114894192,"score_gpt":0.1882924911653378,"score_spread":0.1819640390504436,"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."}}