{"id":"W1970759574","doi":"10.1016/j.jpowsour.2006.10.058","title":"Design and testing of a passive planar three-cell DMFC","year":2006,"lang":"en","type":"article","venue":"Journal of Power Sources","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Innovation Council; National Research Council Canada","funders":"","keywords":"Current collector; Electrode; Planar; Current (fluid); Electrical engineering; Contact resistance; Work (physics); Power density; Connection (principal bundle); Current density; Materials science; Direct methanol fuel cell; Power (physics); Optoelectronics; Mechanical engineering; Engineering; Computer science; 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":[0.0008170078,0.0004126248,0.0006956795,0.0004370785,0.0007711459,0.0007827462,0.002594836,0.001067036,0.002447092],"category_scores_gemma":[0.001112851,0.000295035,0.0003456927,0.0002328908,0.0006004986,0.0009273815,0.0007719785,0.0004891185,0.0006765533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001116579,"about_ca_system_score_gemma":0.001437643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002431165,"about_ca_topic_score_gemma":0.001654196,"domain_scores_codex":[0.9992318,0.00006348559,0.00002563177,0.0002031535,0.0003674294,0.000108486],"domain_scores_gemma":[0.998823,0.0001878812,0.0001271422,0.0002025953,0.0005235913,0.0001357675],"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":[0.001258855,0.0005542241,0.005750623,0.0005440521,0.0000947579,0.0003409735,0.0003828695,0.02823681,0.884324,0.003374157,0.001630749,0.073508],"study_design_scores_gemma":[0.0001896177,0.003655238,0.004185281,0.00002952804,0.0001117405,0.0003895269,0.0001020325,0.07677044,0.899096,0.0003077362,0.01510517,0.00005759912],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7603366,0.0002610737,0.2281644,0.0004328849,0.0001821008,0.0006488994,0.0006596982,0.002429741,0.006884621],"genre_scores_gemma":[0.9605551,0.00005985417,0.0359531,0.00009317141,0.000009016003,0.0001147601,0.0001355251,0.00004822958,0.003031267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002594836,"threshold_uncertainty_score":0.00818634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007831527805549632,"score_gpt":0.1712592791474382,"score_spread":0.1634277513418886,"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."}}