{"id":"W4400137579","doi":"10.1002/cjce.25376","title":"Enhancing safety in hydrogen refuelling stations: Computational analysis of hydrogen explosion hazards","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrogen; Environmental science; Nuclear engineering; Computer science; Engineering; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003576559,0.0006623025,0.0007842511,0.0006458899,0.0006433756,0.00108904,0.0006981059,0.001207607,0.001839968],"category_scores_gemma":[0.001324267,0.0003174697,0.0007538771,0.0003961069,0.000503776,0.0005633786,0.0007515097,0.0008171055,0.0001412704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000832129,"about_ca_system_score_gemma":0.001277709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02846303,"about_ca_topic_score_gemma":0.01286846,"domain_scores_codex":[0.9998716,0.00003535788,0.000005435416,0.00001597498,0.00003021512,0.00004140099],"domain_scores_gemma":[0.9993061,0.0004652006,0.00005746307,0.00002892984,0.000089721,0.00005264385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003678332,0.00003849587,0.002142366,0.00002078236,0.000008957847,0.00005965907,0.00001406697,0.9953849,0.0003842431,0.0004649914,0.0001053224,0.001339373],"study_design_scores_gemma":[0.000004257256,0.00001625133,0.0003587879,0.000002917401,0.000003106873,0.000004472762,0.00002434809,0.9991253,0.0002114174,0.0001635673,0.00008272925,0.000002928842],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9584013,0.0002872209,0.02906701,0.0005009573,0.00007661354,0.0001102838,0.0005361758,0.0001227779,0.01089759],"genre_scores_gemma":[0.9908665,0.0001570921,0.007139693,0.00003919918,0.00001491143,0.00004833068,0.0002170361,0.00002019466,0.001496992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02846303,"threshold_uncertainty_score":0.05659473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008094569793324022,"score_gpt":0.2143545305004172,"score_spread":0.2062599607070932,"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."}}