{"id":"W4401804089","doi":"10.4050/f-0080-2024-1255","title":"Comparison of Experimental and CFD Results for RAIDER X® Competitive Prototype 1/9th Scale Model","year":2024,"lang":"en","type":"article","venue":"","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Computational fluid dynamics; Computer science; Thermodynamics; 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":[0.0001145833,0.00008979977,0.0001591029,0.00005276671,0.00002930553,0.0000324583,0.00006091914,0.00004818735,0.00001781471],"category_scores_gemma":[0.00000722623,0.00007820754,0.00003991626,0.00007021412,0.00004765241,0.00006136994,0.00003474527,0.00009242967,0.000007507435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003123991,"about_ca_system_score_gemma":0.00001669962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001377708,"about_ca_topic_score_gemma":0.00004111875,"domain_scores_codex":[0.9993781,0.000006588438,0.0001900341,0.0001510791,0.0001157052,0.0001585212],"domain_scores_gemma":[0.9997322,0.00007227949,0.00000728437,0.0001040249,0.00003500699,0.00004923677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002577898,0.0007400344,0.001631481,0.004292157,0.0006362665,0.000007538528,0.02410354,0.2005038,0.4720502,0.2298659,0.04403277,0.01955841],"study_design_scores_gemma":[0.000361216,0.0001047303,0.00006636997,0.00005584546,0.00000397183,0.000001033354,0.0002596006,0.9805466,0.01418927,0.0002447346,0.004071887,0.00009473474],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5955439,0.004353675,0.2674442,0.0006048612,0.0004600999,0.003649903,0.0007456096,0.0006012489,0.1265966],"genre_scores_gemma":[0.9882407,0.0000173495,0.00986667,0.000004384954,0.00001936672,0.00009430286,0.00004401435,0.00002296914,0.001690244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7800428,"threshold_uncertainty_score":0.3189211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04262743973483818,"score_gpt":0.3545243447119769,"score_spread":0.3118969049771387,"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."}}