{"id":"W1577201626","doi":"10.1002/9783527627707.ch14","title":"Electrocatalysis in Other Direct Liquid Fuel Cells","year":2009,"lang":"en","type":"other","venue":"","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tekion (Canada)","funders":"","keywords":"Electrocatalyst; Fuel cells; Alcohol fuel; Direct-ethanol fuel cell; Hydrazine (antidepressant); Chemistry; Proton exchange membrane fuel cell; Ethanol; Chemical engineering; Electrochemistry; Engineering; Electrode; Biochemistry","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":[0.0001090266,0.0006150133,0.0004726253,0.0005735756,0.0002770712,0.0008944537,0.0006276955,0.0005619804,0.01485896],"category_scores_gemma":[0.0001002551,0.0002623091,0.00040944,0.0006521841,0.0002521148,0.001017922,0.0006242499,0.0008306729,0.005353143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000702706,"about_ca_system_score_gemma":0.0003141605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001119799,"about_ca_topic_score_gemma":0.002399774,"domain_scores_codex":[0.999782,0.000007748335,0.000006779118,0.00003791821,0.0001462531,0.00001927919],"domain_scores_gemma":[0.999974,0.000005234099,0.000001538535,0.000003693996,0.00001275003,0.000002701699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001339635,0.0004113528,0.0004641623,0.002256899,0.00004202155,0.0005918831,0.0001495704,0.002788592,0.5691876,0.03673214,0.03477234,0.3524696],"study_design_scores_gemma":[0.00002075244,0.00009475636,0.000794676,0.0001590005,0.00002473723,0.0006193788,0.00007409971,0.002328546,0.6200204,0.004316102,0.371525,0.00002246494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1282216,0.1012217,0.0263823,0.0017083,0.002264187,0.0003550799,0.001853938,0.001116925,0.7368758],"genre_scores_gemma":[0.2296464,0.1255304,0.02422917,0.0009762141,0.0004387987,0.0002440976,0.004241069,0.0003903451,0.6143035],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01485896,"threshold_uncertainty_score":0.04970819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004804174053434691,"score_gpt":0.2048734504083645,"score_spread":0.2000692763549298,"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."}}