{"id":"W2029981959","doi":"10.1016/s0958-2118(08)70126-5","title":"Workshop report: Vancouver to Northeast USA Fuel Cell and Hydrogen Cluster Connection","year":2008,"lang":"en","type":"article","venue":"Membrane Technology","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Automotive Fuel Cell Cooperation (Canada); BC Innovation Council; National Research Council Canada","funders":"","keywords":"Fuel cells; Connection (principal bundle); Event (particle physics); Library science; Engineering; Cluster (spacecraft); Political science; Telecommunications; Aeronautics; Computer science; Mechanical engineering; Physics; Chemical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007257325,0.0001614069,0.000233395,0.0002276071,0.00006834806,0.000008079041,0.000097745,0.0003626458,0.0001173756],"category_scores_gemma":[0.0000182368,0.0001491974,0.00002798032,0.0002757571,0.00007310294,0.00005236601,0.00006393078,0.0001829202,0.0001564328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002779958,"about_ca_system_score_gemma":0.000007868986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001840551,"about_ca_topic_score_gemma":0.0001943558,"domain_scores_codex":[0.9991565,0.000008297651,0.0002530935,0.000241867,0.00007337365,0.0002668124],"domain_scores_gemma":[0.9995607,0.00001756172,0.00003488141,0.0002954399,0.00002515098,0.00006631461],"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":[0.0001919309,0.0003131769,0.005934013,0.004050956,0.0003972892,0.005452883,0.001953032,0.235959,0.7040892,0.0001367164,0.03689498,0.0046268],"study_design_scores_gemma":[0.002256794,0.0001897766,0.0003187097,0.0001020295,0.00009434192,0.005499032,0.0003075903,0.009631951,0.4947796,0.000814682,0.4847535,0.001251975],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978069,0.001252585,0.0001610906,0.0002582437,0.0009019585,0.0002347596,0.000003210101,0.0006788597,0.0184403],"genre_scores_gemma":[0.9959816,0.001077136,0.0005146676,0.00006187397,0.00006358416,0.00002803772,0.000004141725,0.00003984683,0.00222906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4478586,"threshold_uncertainty_score":0.6084093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006482164448571009,"score_gpt":0.1868377788109528,"score_spread":0.1803556143623818,"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."}}