{"id":"W790985716","doi":"","title":"Analysis on the Reaction-to-fire's Performance of Sandwich Panel Systems by using ISO 5660-1 and EN 13823 Fire Tests","year":2009,"lang":"en","type":"article","venue":"Journal of Korean Institute of Fire Science and Engineering","topic":"Flame retardant materials and properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cone calorimeter; Fire performance; Sandwich panel; Sandwich-structured composite; Combustion; Flammability; Materials science; Thermal insulation; Ignition system; Composite material; Smoke; Core (optical fiber); Waste management; Fire resistance; Chemistry; Engineering; Char","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001346792,0.0001260972,0.0003533235,0.000166263,0.000167131,0.000116543,0.0002687559,0.00003805071,0.000003531778],"category_scores_gemma":[0.0001987792,0.00007731143,0.00004255903,0.0005507422,0.000176281,0.0006725743,0.00003722127,0.00008729535,5.704885e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004927033,"about_ca_system_score_gemma":0.00008626305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001802139,"about_ca_topic_score_gemma":0.000002023683,"domain_scores_codex":[0.9987723,0.00001765388,0.0004240003,0.0001454309,0.0004495442,0.0001910569],"domain_scores_gemma":[0.9992665,0.00004493692,0.0002503197,0.0001537048,0.0001837187,0.0001008358],"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":[0.00003334824,0.00001440427,0.0004473352,0.00007275207,0.00002022259,0.000002694967,0.0003905608,0.02485022,0.9715618,0.00003056364,0.00002796826,0.00254814],"study_design_scores_gemma":[0.0004737675,0.001386761,0.0577291,0.002124464,0.0003533736,0.0003304819,0.0004271939,0.2994077,0.6362528,0.000009563997,0.0009998234,0.0005049803],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987346,0.0005589714,0.00005129848,0.0001512148,0.0003787233,0.00007398034,0.000008293858,0.000006897699,0.00003602506],"genre_scores_gemma":[0.9990416,0.0004225457,0.0004273473,0.00002097498,0.00007342517,5.70079e-7,2.795771e-7,0.00000427417,0.000009033616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.335309,"threshold_uncertainty_score":0.3152669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799182721092514,"score_gpt":0.2217600615209035,"score_spread":0.2037682343099784,"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."}}