{"id":"W2013738916","doi":"10.1002/fuce.201300092","title":"Performance Analysis of PEM Fuel Cells with Different Electrical Loads","year":2014,"lang":"en","type":"article","venue":"Fuel Cells","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ballard Power Systems","keywords":"Proton exchange membrane fuel cell; Total harmonic distortion; Electric power system; Alternating current; Power (physics); Electricity; Electric power; Automotive engineering; Voltage; Battery (electricity); Three-phase; Electrical load; Power factor; Electrical engineering; Nuclear engineering; Materials science; Computer science; Fuel cells; Engineering; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004655826,0.0005528081,0.0007016865,0.0007718487,0.0004218093,0.0004961168,0.0004330272,0.0006040769,0.001742721],"category_scores_gemma":[0.0006637948,0.0001410593,0.0004692902,0.0006831761,0.0003429989,0.0005715049,0.0003146506,0.0003936863,0.0004509204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005077142,"about_ca_system_score_gemma":0.000121632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125946,"about_ca_topic_score_gemma":0.0008173512,"domain_scores_codex":[0.9996743,0.0000488138,0.00002363076,0.00005904155,0.0001357393,0.00005854065],"domain_scores_gemma":[0.9994807,0.0002223161,0.00003934365,0.00005181816,0.0001833272,0.00002251663],"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":[0.004142415,0.0004672462,0.01576007,0.0009377585,0.0002523774,0.001014083,0.0005224292,0.1428208,0.775707,0.0005971498,0.001015149,0.05676358],"study_design_scores_gemma":[0.000043149,0.002172784,0.01343944,0.00002589531,0.00007691092,0.0001863959,0.0003055022,0.0939325,0.8880967,0.0002677332,0.001423429,0.00002962266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957877,0.0005289337,0.001860947,0.0000380602,0.00001671886,0.00001147249,0.0001783956,0.00007788836,0.001499873],"genre_scores_gemma":[0.9992016,0.0001014289,0.0002129334,0.000004385987,0.000002945185,0.000005383293,0.00008407694,0.000007292595,0.0003800179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001742721,"threshold_uncertainty_score":0.00582999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003729297809417839,"score_gpt":0.1646718782211292,"score_spread":0.1609425804117114,"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."}}