{"id":"W1973952744","doi":"10.1016/j.jpowsour.2006.01.063","title":"Experimental study on the performance of PEM fuel cells with interdigitated flow channels","year":2006,"lang":"en","type":"article","venue":"Journal of Power Sources","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Innovation Council","funders":"Ministry of Economic Affairs; Industrial Technology Research Institute; National Science Council","keywords":"Proton exchange membrane fuel cell; Cathode; Materials science; Flow (mathematics); Limiting current; Baffle; Volumetric flow rate; Power density; Airflow; Fuel cells; Analytical Chemistry (journal); Mechanics; Electrode; Chemistry; Electrical engineering; Power (physics); Mechanical engineering; Chemical engineering; Chromatography; Engineering; Thermodynamics; Electrochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000164245,0.0001245665,0.0002085319,0.00007486945,0.00003064167,0.00004750768,0.00015641,0.00003586532,0.00009756507],"category_scores_gemma":[0.000001486287,0.00006425906,0.00005575267,0.00007811625,0.00003646489,0.00009872444,0.00001619735,0.0001394911,0.000009503807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000202328,"about_ca_system_score_gemma":0.000006482641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003209966,"about_ca_topic_score_gemma":3.330206e-7,"domain_scores_codex":[0.9992523,0.00002387284,0.000326532,0.00005473615,0.0002169841,0.0001255513],"domain_scores_gemma":[0.9996488,0.0000310815,0.000144486,0.00009785104,0.00004932707,0.00002843818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005129321,0.001338326,0.001118453,0.0002304137,0.0005655672,0.0001081378,0.01988751,0.717792,0.2538496,0.000008476948,0.00454186,0.00004673911],"study_design_scores_gemma":[0.001287403,0.004360357,0.001101755,0.0002783444,0.00004797688,0.00006121064,0.007104098,0.003171157,0.9805717,0.00001013987,0.001787737,0.0002181013],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947575,0.0008176523,0.00001159574,0.00002075539,0.0006813443,0.0001002982,0.000002309651,0.00001676465,0.003591817],"genre_scores_gemma":[0.9996722,0.00003017754,0.00004271189,0.000009488825,0.0001058387,0.000001458036,2.793442e-7,0.00002166364,0.0001161707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7267221,"threshold_uncertainty_score":0.2620409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005585127693283309,"score_gpt":0.1853897410524792,"score_spread":0.1798046133591959,"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."}}