{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005737227,0.0004713078,0.0003710381,0.0005639215,0.0003631733,0.0003314742,0.000424374,0.0002927548,0.001471889],"category_scores_gemma":[0.000708072,0.0002187178,0.0003145717,0.0004331149,0.0003711863,0.0002908732,0.0002432878,0.0003088111,0.0002573642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003354998,"about_ca_system_score_gemma":0.0001160534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001654825,"about_ca_topic_score_gemma":0.00181161,"domain_scores_codex":[0.999571,0.00004382079,0.00002287169,0.00008265084,0.0002193573,0.00006019316],"domain_scores_gemma":[0.9994763,0.0002094182,0.00007367243,0.00005794998,0.0001340261,0.00004871568],"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":[0.002244808,0.0002867081,0.05172543,0.000252218,0.00009539285,0.0002567184,0.000500023,0.01064349,0.9064872,0.0001824255,0.0003405935,0.02698503],"study_design_scores_gemma":[0.000042745,0.0017138,0.18799,0.00001532281,0.00006749867,0.0003258299,0.0003494924,0.01711218,0.7911682,0.0001040729,0.001046066,0.00006466477],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970852,0.0001192583,0.002059079,0.000004178477,0.000005499674,0.00001391552,0.0001923342,0.00006840986,0.0004523193],"genre_scores_gemma":[0.9979519,0.00006378131,0.001119875,0.000005957385,0.00000402617,0.00001129676,0.0002975963,0.00002266971,0.0005228404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001654825,"threshold_uncertainty_score":0.00492394,"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."}}