{"id":"W2553146739","doi":"","title":"EXPOSURE SIMULATION DURING CF3I STREAMING FIRE TESTS","year":2000,"lang":"en","type":"article","venue":"NPARC","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministère de la Défense Nationale","keywords":"Thermocouple; Ignition system; Fire test; Square (algebra); Environmental science; Compartment (ship); Materials science; Geology; Composite material; Physics; Mathematics; Geometry; Thermodynamics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004951342,0.00008375523,0.00007898718,0.00002973105,0.00007277366,0.00002910005,0.00008584457,0.00005622996,0.001296906],"category_scores_gemma":[0.00001105526,0.00008775732,0.00003138944,0.0001171408,0.00001107277,0.00009014409,0.00001155608,0.0001301793,0.0001215725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004658546,"about_ca_system_score_gemma":0.000005878742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004270012,"about_ca_topic_score_gemma":0.000007606823,"domain_scores_codex":[0.9993972,0.000008811381,0.0001133511,0.0001063139,0.0001501215,0.000224215],"domain_scores_gemma":[0.9997201,0.00004133896,0.000005475114,0.0001610155,0.00001685365,0.0000552422],"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":[0.0000100273,0.00001284259,0.002301047,0.00005824999,0.00001393957,0.00001748177,0.0001864987,0.7320333,0.01636307,0.00004702859,0.00005718261,0.2488994],"study_design_scores_gemma":[0.000201527,0.00001480218,0.04997168,0.00002462318,0.000002248886,0.000002644572,0.00001000754,0.9481484,0.0003451523,0.0002541388,0.0009149807,0.0001097727],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679682,0.00005303285,0.00008598365,0.00004444074,0.0000413177,0.00007043125,0.000007054896,0.0001847453,0.03154481],"genre_scores_gemma":[0.9982209,0.00006613282,0.0003483415,0.000004598165,0.00007926078,0.00000591071,0.00001115597,0.00002561732,0.001238054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2487896,"threshold_uncertainty_score":0.999616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007355530581935893,"score_gpt":0.2289910297462173,"score_spread":0.2216354991642814,"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."}}