{"id":"W2606654180","doi":"10.1149/ma2010-02/10/763","title":"Effects of the Operating Conditions on the Electrical Resistivity of PEM Fuel Cell Components","year":2010,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Innovation Council; National Research Council Canada","funders":"","keywords":"Proton exchange membrane fuel cell; Electrical resistivity and conductivity; Fuel cells; Materials science; Nuclear engineering; Electrical engineering; Chemical engineering; Engineering","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":[0.0004221516,0.0004110019,0.0002808789,0.0001770677,0.0003465925,0.0007081237,0.0002386939,0.0004068073,0.003492852],"category_scores_gemma":[0.002703128,0.0002827624,0.0001865729,0.0002061009,0.000346776,0.0005638637,0.0002096033,0.0005155133,0.0005631174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000195974,"about_ca_system_score_gemma":0.0001928824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005967492,"about_ca_topic_score_gemma":0.0007764073,"domain_scores_codex":[0.9996904,0.00009034567,0.0000289103,0.0000605095,0.00007294802,0.00005687958],"domain_scores_gemma":[0.9980869,0.00135611,0.0001381992,0.0001123497,0.0002383966,0.00006797512],"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":[0.003302464,0.0001344175,0.002315116,0.0002739398,0.00004154587,0.0004223499,0.0002072457,0.001323875,0.9812423,0.0001750121,0.000729963,0.009831765],"study_design_scores_gemma":[0.00002214187,0.0004926214,0.004721786,0.0000145975,0.00004230013,0.0001408727,0.00008096039,0.0007193779,0.9921009,0.00005056688,0.001601741,0.00001218321],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9926785,0.001290723,0.001610114,0.000222383,0.0001051365,0.00003550786,0.0009037194,0.00009324799,0.003060626],"genre_scores_gemma":[0.9973368,0.0003910596,0.000803564,0.00004827636,0.00002419999,0.00001873277,0.0003246255,0.00006431924,0.0009883359],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003492852,"threshold_uncertainty_score":0.01168478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006314006343148743,"score_gpt":0.1973672959373685,"score_spread":0.1910532895942198,"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."}}