{"id":"W4240702114","doi":"10.1149/ma2007-01/3/202","title":"Direct PEM Ethanol Fuel Cell Based on Alcohol Tolerant Pd-Alloys Cathodes","year":2007,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Proton exchange membrane fuel cell; Ethanol; Direct-ethanol fuel cell; Alcohol fuel; Alcohol; Cathode; Fuel cells; Ethanol fuel; Materials science; Chemical engineering; Chemistry; Engineering; 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":[0.0001258219,0.0003167445,0.0005507798,0.0002853783,0.0002880157,0.0005461539,0.0006420418,0.0003977531,0.003520869],"category_scores_gemma":[0.0001916492,0.0001503081,0.000166825,0.0001656245,0.0001428948,0.0006063805,0.0002843921,0.0002525643,0.001242421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003066945,"about_ca_system_score_gemma":0.0001751941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009885686,"about_ca_topic_score_gemma":0.001728489,"domain_scores_codex":[0.9999245,0.000004920031,0.00000458164,0.00001471443,0.00003597754,0.00001530161],"domain_scores_gemma":[0.999941,0.000008725594,0.000002925614,0.000006848823,0.00003139673,0.00000909615],"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":[0.0008438571,0.00007690892,0.0002602051,0.0002539261,0.00002101111,0.000224579,0.00001766535,0.0004023357,0.9826235,0.0006743589,0.0006436116,0.01395802],"study_design_scores_gemma":[0.0000284471,0.0001819279,0.0004446549,0.000008197711,0.00001936421,0.0001311814,0.00001603555,0.002087932,0.9923383,0.0001443063,0.004595282,0.00000436297],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971282,0.005238743,0.006634235,0.0002770024,0.0003364878,0.00008865002,0.00059186,0.0003392849,0.01521185],"genre_scores_gemma":[0.9765136,0.002386968,0.003916401,0.00003521938,0.00003806743,0.00002040446,0.0004767921,0.00004381998,0.01656881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003520869,"threshold_uncertainty_score":0.01177853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01338924379111792,"score_gpt":0.2253502456900759,"score_spread":0.211961001898958,"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."}}