{"id":"W2322257659","doi":"10.1149/1.2356136","title":"Electroactive Alcohol-Tolerant Pt-Alloys","year":2006,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional","keywords":"Cathode; Direct-ethanol fuel cell; Catalysis; Ethanol; Current density; Alcohol; Chemistry; Power density; Chemical engineering; Electrode; Oxygen; Alcohol fuel; Materials science; Organic chemistry; Proton exchange membrane fuel cell; Power (physics); 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":[0.0001110614,0.0002473057,0.0002609616,0.0002864966,0.0001433823,0.0003819018,0.0004645771,0.000306032,0.0006482488],"category_scores_gemma":[0.0003174546,0.0001430015,0.0001437266,0.0002484335,0.0001457779,0.000221341,0.0001729991,0.0002405986,0.0003056419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002903764,"about_ca_system_score_gemma":0.0001686445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009688212,"about_ca_topic_score_gemma":0.00135089,"domain_scores_codex":[0.9997999,0.00001610015,0.00002006794,0.00004064372,0.00009177574,0.00003154818],"domain_scores_gemma":[0.9998991,0.00001367204,0.00002153961,0.00001501821,0.000037605,0.00001308296],"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":[0.00009229712,0.000008776805,0.0002059577,0.00005608481,0.000004923801,0.00008507781,0.00001098543,0.0001154971,0.9977977,0.0001258878,0.00004285576,0.001453973],"study_design_scores_gemma":[0.000005299538,0.00006931496,0.0007520065,0.000002312456,0.000012778,0.000159578,0.00001060059,0.000523223,0.9969959,0.00002477136,0.001441742,0.000002367581],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914665,0.001574778,0.001915593,0.00005132379,0.00003904091,0.0000205657,0.0001813765,0.00006578364,0.004685044],"genre_scores_gemma":[0.9948719,0.0004720195,0.001427123,0.00001906654,0.000007366511,0.000007491127,0.0002349371,0.00001949495,0.002940688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009688212,"threshold_uncertainty_score":0.002168655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007657550693255564,"score_gpt":0.2111410812362616,"score_spread":0.203483530543006,"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."}}