{"id":"W2089561550","doi":"10.1002/fam.992","title":"Steady‐state heat flux measurements in radiative and mixed radiative–convective environments","year":2009,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Radiative transfer; Convection; Radiative flux; Heat flux; Schmidt number; Mechanics; Convective heat transfer; Chemistry; Thermodynamics; Heat transfer; Physics; Prandtl number; Optics","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":[0.0001999484,0.0001453064,0.0002113556,0.0000598566,0.00003284586,0.00004940035,0.00003445187,0.00005310485,0.00006266656],"category_scores_gemma":[0.00001204336,0.0001422241,0.00001233053,0.0000435234,0.00002233545,0.0002067647,0.00001151407,0.00004221953,0.000007278734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005976461,"about_ca_system_score_gemma":0.000005636091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002064088,"about_ca_topic_score_gemma":0.000009182142,"domain_scores_codex":[0.9993097,0.0000639742,0.0001971609,0.000156873,0.0001103107,0.0001620153],"domain_scores_gemma":[0.999823,0.00001133409,0.00002115606,0.00007699726,0.000006030916,0.00006145688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004712811,0.0000405527,0.0007260621,0.00003773379,0.00003838064,0.00000405907,0.001817678,0.0000669321,0.9826218,0.00005422786,0.001677408,0.01286804],"study_design_scores_gemma":[0.0008179462,0.00009436477,0.07775202,0.00005326453,0.00001065716,0.000002087239,0.00005481566,0.0002053606,0.9178906,0.0005165898,0.002396621,0.0002056444],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972338,0.000506852,0.0004759713,0.00007281166,0.0001596633,0.0004062944,0.00003798508,0.0001196102,0.000986997],"genre_scores_gemma":[0.9990792,0.0004166162,0.0001612047,0.0001308904,0.00002763001,0.00002965675,0.00002230003,0.00001295481,0.000119554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07702596,"threshold_uncertainty_score":0.5799732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959550650836162,"score_gpt":0.2175952273808616,"score_spread":0.1979997208725,"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."}}