{"id":"W2333364589","doi":"10.2514/6.2004-5607","title":"Real Gas Numerical Simulation of Hydrogen Flows","year":2004,"lang":"en","type":"article","venue":"2nd International Energy Conversion Engineering Conference","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Hydrogen; Computer science; Environmental science; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.00004195249,0.0001335695,0.0001312853,0.0001873378,0.00002004303,0.00002000498,0.0001934986,0.00007013392,0.0007133718],"category_scores_gemma":[0.00004630738,0.0001490526,0.00005570778,0.0001652057,0.00001404239,0.000206327,0.00003327839,0.00007993093,0.00002456542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105746,"about_ca_system_score_gemma":0.00004365507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005708884,"about_ca_topic_score_gemma":0.000002680175,"domain_scores_codex":[0.9992071,0.000004542461,0.0002515066,0.0001411028,0.0002743294,0.0001214178],"domain_scores_gemma":[0.9995213,0.00004828356,0.00004216961,0.0001103651,0.000205737,0.00007214794],"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":[0.000008396129,0.00001784032,0.00002346723,0.00002055313,0.00003121236,0.000002377817,0.00005877671,0.9663261,0.01110981,0.02098519,0.00002723901,0.001389004],"study_design_scores_gemma":[0.0004170727,0.00001804802,0.0001363811,0.00004165984,0.000006116411,0.000004263755,0.00001256377,0.9454229,0.04292152,0.0003231301,0.01054997,0.0001462994],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2067654,0.00005414891,0.7826568,0.000147839,0.00095752,0.00004760503,0.00001420686,0.0004626116,0.008893874],"genre_scores_gemma":[0.9984658,0.0001709475,0.001100184,0.00002292381,0.00006427198,0.000006169044,0.0000469948,0.00001902165,0.0001037194],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7917004,"threshold_uncertainty_score":0.7810921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009383515429973718,"score_gpt":0.2127232254573393,"score_spread":0.2033397100273656,"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."}}