{"id":"W2139782856","doi":"10.1002/fam.2259","title":"Heat release rates of modern residential furnishings during combustion in a room calorimeter","year":2014,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada; University of Ottawa","keywords":"Thermocouple; Cone calorimeter; Heat flux; Environmental science; Smoke; Combustion; Fire test; Calorimeter (particle physics); Materials science; Nuclear engineering; Waste management; Engineering; Composite material; Heat transfer; Detector; Mechanics; Electrical engineering; Chemistry; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000202323,0.00007742541,0.0001788888,0.00005059498,0.00002705904,0.00004467564,0.00005473816,0.00006268579,0.00003421459],"category_scores_gemma":[0.00002877352,0.00007464788,0.00001605339,0.00004309116,0.00001461921,0.0001045744,0.00003746773,0.00005245927,0.000004386423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001501076,"about_ca_system_score_gemma":0.000004368114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004849333,"about_ca_topic_score_gemma":0.00005803829,"domain_scores_codex":[0.9994231,0.00003698156,0.000202003,0.0001001672,0.0000841025,0.0001536205],"domain_scores_gemma":[0.9998101,0.00002641447,0.000009852654,0.0001006731,0.00001661127,0.00003634614],"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":[0.0001282547,0.00001704792,0.0009462056,0.0005603477,0.00001538814,0.000008788343,0.0004113598,0.002668077,0.9930668,0.0001119855,0.0001340498,0.001931639],"study_design_scores_gemma":[0.001648092,0.0001060251,0.11899,0.0003669379,0.00001832222,0.00001304544,0.00002820134,0.2467468,0.6280116,0.003573643,0.000128653,0.0003686966],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992319,0.0001086284,0.0002282185,0.00004199631,0.0001724829,0.00008302205,0.0000214606,0.00002837024,0.00008385933],"genre_scores_gemma":[0.9996137,0.0001584065,0.00007405222,0.000004880334,0.00006037093,0.000007478642,0.00002026212,0.00001625908,0.0000445923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3650552,"threshold_uncertainty_score":0.3044052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008266348405022765,"score_gpt":0.2251162277310075,"score_spread":0.2168498793259847,"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."}}