{"id":"W4307574001","doi":"10.1002/slct.202201807","title":"Recent Developments of Methanol Electrooxidation Using Nickel‐based Nanocatalysts","year":2022,"lang":"en","type":"article","venue":"ChemistrySelect","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Nanomaterial-based catalyst; Methanol; Anode; Nickel; Materials science; Catalysis; Nanotechnology; Chemistry; Metallurgy; Electrode; Organic chemistry; Nanoparticle","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":[0.0005082689,0.0003898032,0.0002486593,0.000392658,0.0001666375,0.0004129638,0.000389696,0.0003588714,0.0004561178],"category_scores_gemma":[0.0003347579,0.0002052338,0.0002010406,0.0003464958,0.0002119288,0.0005557413,0.0002969562,0.0003858075,0.0003343121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004647612,"about_ca_system_score_gemma":0.0002459811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008384902,"about_ca_topic_score_gemma":0.001410926,"domain_scores_codex":[0.9998073,0.00001961424,0.00002545612,0.00004218256,0.00008105631,0.00002440608],"domain_scores_gemma":[0.9999081,0.00001717555,0.00001649166,0.000008435873,0.00003774759,0.00001210243],"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":[0.0001756108,0.0001050499,0.0008082866,0.00190918,0.0000689384,0.000399076,0.0001624139,0.0009671774,0.8973489,0.005846005,0.001528374,0.09068092],"study_design_scores_gemma":[0.00001176104,0.0002621688,0.001364942,0.00005875787,0.00006191596,0.000523913,0.00006978601,0.003401743,0.9238889,0.000538743,0.06979392,0.00002338799],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4881648,0.4259591,0.03022255,0.001945932,0.001024564,0.00008502019,0.0002874889,0.0004412224,0.05186931],"genre_scores_gemma":[0.8308799,0.1485754,0.0112925,0.000332473,0.0001773947,0.00003565372,0.0003175524,0.0000522294,0.008336808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008384902,"threshold_uncertainty_score":0.003372133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899612673322741,"score_gpt":0.2470643327485185,"score_spread":0.2280682060152911,"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."}}