{"id":"W2314459051","doi":"10.1149/1.2356246","title":"Direct Methanol Fuel Cell with Extended Reaction Zone Anode","year":2006,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Anode; Catalysis; Direct methanol fuel cell; Methanol; Materials science; Graphite; Diffusion; Cathode; Electrode; Power density; Membrane electrode assembly; Pulmonary surfactant; Chemical engineering; Analytical Chemistry (journal); Chemistry; Composite material; Power (physics); Physical chemistry; Chromatography; Organic chemistry; Thermodynamics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000490192,0.0001450887,0.0001476544,0.00008188158,0.00007490699,0.00002920994,0.00004705561,0.0001142853,0.0002460315],"category_scores_gemma":[3.117931e-7,0.0001240648,0.0000534711,0.0001766373,0.00002186044,0.0001349233,8.004743e-7,0.0001399294,0.00009476603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000438046,"about_ca_system_score_gemma":0.000009984924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001712578,"about_ca_topic_score_gemma":0.0001018456,"domain_scores_codex":[0.99938,0.00001578113,0.0001586283,0.0001442813,0.000101976,0.0001993525],"domain_scores_gemma":[0.9997371,0.00001980218,0.00002074541,0.0001575025,0.00002108979,0.00004377913],"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":[0.00002851415,0.0001536873,0.000002546079,0.000428514,0.00007644344,0.00001880162,0.0001230629,0.2897199,0.7084793,0.000009586257,0.0005672168,0.000392448],"study_design_scores_gemma":[0.0009571947,0.00008066943,0.0003500991,0.00004163961,0.0002131788,0.00004448786,0.00006618933,0.0054157,0.8924865,0.0001272688,0.09976926,0.0004478809],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07842343,0.00562943,0.1012645,0.0001106812,0.002297946,0.0004977676,0.00009240441,0.002201769,0.8094822],"genre_scores_gemma":[0.9928344,0.0009645597,0.001926975,0.000005100223,0.00008633402,0.0000296018,0.00001634629,0.00005081307,0.00408583],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.914411,"threshold_uncertainty_score":0.5059214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003888328645666217,"score_gpt":0.1684232884370059,"score_spread":0.1645349597913397,"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."}}