{"id":"W2330115093","doi":"10.1115/ht-fed2004-56896","title":"Measurement of Heat Flux From Fires","year":2004,"lang":"en","type":"article","venue":"","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Heat flux; Heat sink; Thermal conduction; Heat transfer; Mechanics; Nucleate boiling; Heat transfer coefficient; Thermodynamics; Materials science; Thermal; Critical heat flux; 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":[0.00006625529,0.00004370769,0.00006862942,0.00002007672,0.00001040865,0.000005474013,0.00006991776,0.00002352783,0.000177274],"category_scores_gemma":[0.000006951126,0.00003769985,0.00002720438,0.00004830704,0.00001003421,0.00002161716,0.0000135904,0.00004495103,0.00004013036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006079767,"about_ca_system_score_gemma":0.00001354008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007339012,"about_ca_topic_score_gemma":0.0002712095,"domain_scores_codex":[0.9995434,0.000002704041,0.00008687624,0.00005136939,0.0002167447,0.00009893631],"domain_scores_gemma":[0.9998141,0.000005550653,0.000001946212,0.0001148353,0.00003208409,0.00003149811],"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":[0.00002561235,0.0001251501,0.003110015,0.0001564099,0.0002505951,0.00001394234,0.0004821978,0.5781723,0.3859017,0.008248339,0.002878754,0.02063495],"study_design_scores_gemma":[0.002513839,0.0001789415,0.1210095,0.0002653129,0.0000229276,0.000002361461,0.0001635391,0.5516106,0.3038907,0.01322882,0.006521668,0.0005918206],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9382019,0.0008547772,0.0182764,0.0003576,0.000165082,0.0001088228,0.00001752027,0.0001456063,0.04187226],"genre_scores_gemma":[0.999124,0.00003492784,0.0007475542,0.000007317278,0.000018286,0.000002324339,0.000004238353,0.000008302369,0.0000530588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1178995,"threshold_uncertainty_score":0.1941026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01617661160414207,"score_gpt":0.2169197912996906,"score_spread":0.2007431796955485,"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."}}