{"id":"W2180633585","doi":"","title":"Standards, codes and regulations of Hydrogen Refueling Stations and Hydrogen Fuel Cell Vehicles","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Normative; Principal (computer security); Work (physics); Hydrogen; Hydrogen fuel; Fuel cells; Engineering; Order (exchange); Transport engineering; Operations research; Computer science; Business; Computer security; Mechanical engineering; Political science; Chemistry; Finance; Law; Chemical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002289479,0.0002386484,0.0006648264,0.000583136,0.0003083801,0.0001707054,0.0002992058,0.0002330144,0.0002297417],"category_scores_gemma":[0.0008512876,0.0001857293,0.0001628859,0.0005985639,0.0001310094,0.0002228728,0.00004810742,0.0001488191,0.00001304147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002245389,"about_ca_system_score_gemma":0.0001881477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003178364,"about_ca_topic_score_gemma":0.003900454,"domain_scores_codex":[0.9964496,0.0002203709,0.001060695,0.0005964892,0.001483052,0.0001897401],"domain_scores_gemma":[0.9965848,0.001123856,0.0006632949,0.0005218271,0.0009595781,0.0001466384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001671532,0.0009113454,0.08575527,0.003066943,0.00275697,0.00002815467,0.07102396,0.04416658,0.04570832,0.05888803,0.03024744,0.6557754],"study_design_scores_gemma":[0.002388165,0.0003847396,0.04716294,0.0003759056,0.002123517,0.00001057861,0.05132587,0.08282261,0.03426847,0.6937967,0.08323357,0.002106935],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631326,0.005443976,0.00140949,0.0002762453,0.00005839454,0.0002200632,0.000508617,0.00003346107,0.0289172],"genre_scores_gemma":[0.9781399,0.003349232,0.002219488,0.00002385578,0.00003474093,0.000008902056,0.0004092673,0.00002157958,0.01579307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6536685,"threshold_uncertainty_score":0.757382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03109916771749431,"score_gpt":0.3502167171880584,"score_spread":0.3191175494705641,"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."}}