{"id":"W1998144833","doi":"10.1016/j.elecom.2009.05.049","title":"A novel single electrode supported direct methanol fuel cell","year":2009,"lang":"en","type":"article","venue":"Electrochemistry Communications","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Innovation Council; University of British Columbia","funders":"","keywords":"Anode; Cathode; Direct methanol fuel cell; Electrolyte; Electrode; Layer (electronics); Membrane electrode assembly; Materials science; Chemical engineering; Methanol fuel; Substrate (aquarium); Methanol; Chemistry; Composite material; Organic 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":[0.00009823449,0.0002686798,0.0007948978,0.0002550577,0.0004844303,0.0007235518,0.001511285,0.0008140742,0.002187524],"category_scores_gemma":[0.0001306134,0.0002293333,0.0001806894,0.0002333309,0.0001718246,0.0007843404,0.0004358397,0.0004846301,0.001061956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000291821,"about_ca_system_score_gemma":0.0002974292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006078114,"about_ca_topic_score_gemma":0.001464821,"domain_scores_codex":[0.9998314,0.000006446189,0.000007457669,0.00004398521,0.00008628698,0.00002424729],"domain_scores_gemma":[0.9999413,0.000006407547,0.000003673836,0.000008401142,0.00002293604,0.0000172881],"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":[0.0001337861,0.0001031362,0.0002102323,0.0001750224,0.00001950816,0.0003487507,0.00003022494,0.0003163051,0.9574868,0.0009096968,0.001403464,0.03886297],"study_design_scores_gemma":[0.00005636866,0.0004083814,0.001138439,0.00001009604,0.0000294941,0.0009154517,0.00004066802,0.0110189,0.9682197,0.000318739,0.01781744,0.00002635964],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395973,0.005889586,0.02763639,0.00139834,0.001647662,0.000177431,0.00108286,0.001647402,0.02092299],"genre_scores_gemma":[0.961558,0.001533866,0.01811442,0.0002167931,0.0001521267,0.00005329851,0.0005814851,0.00004505141,0.01774488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002187524,"threshold_uncertainty_score":0.00731796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114756970555778,"score_gpt":0.2144145357924024,"score_spread":0.2032669660868446,"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."}}