{"id":"W2034061492","doi":"10.4028/www.scientific.net/amr.452-453.134","title":"Experimental Tests of Fuel Cell Vehicle","year":2012,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Division of Materials Research","keywords":"Automotive engineering; Fuel cells; Dynamometer; Fuel efficiency; Range (aeronautics); Engineering; Proton exchange membrane fuel cell; Computer science; Aerospace 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005639853,0.00013693,0.0002427877,0.0001117456,0.00005113198,0.00003055921,0.0001870354,0.0001170787,0.001120152],"category_scores_gemma":[0.00002319505,0.000121829,0.00002869503,0.0001680022,0.00008981948,0.0002655362,0.0001042547,0.0001164428,0.0003894689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000623838,"about_ca_system_score_gemma":0.0000125561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001760642,"about_ca_topic_score_gemma":3.111145e-7,"domain_scores_codex":[0.9985268,0.00008879312,0.0003029072,0.0001320044,0.0003089249,0.0006406453],"domain_scores_gemma":[0.9994121,0.00008085481,0.00002991839,0.0002751814,0.00006700784,0.0001349232],"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":[0.00003558776,0.00009687574,0.00001805702,0.0009448673,0.000009106211,0.000002511836,0.0003025017,0.0005814268,0.9974466,0.00006963687,0.0004218469,0.00007099872],"study_design_scores_gemma":[0.0003960507,0.00007224052,0.0001657506,0.00003490385,0.000002636108,0.000002508225,0.0001591072,0.00001930762,0.9909914,0.0001245671,0.007899187,0.000132411],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9577874,0.01213691,0.000002827837,0.000007742571,0.001150413,0.0002508449,0.00003036765,0.0001145191,0.02851898],"genre_scores_gemma":[0.9970906,0.001350789,0.000931574,0.000004223591,0.000181302,0.00005271778,0.00001194201,0.00005698047,0.000319879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0393032,"threshold_uncertainty_score":0.9997929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03001700904654318,"score_gpt":0.3243745096760025,"score_spread":0.2943575006294593,"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."}}