{"id":"W6891598562","doi":"10.4224/21274226","title":"Fire performance of houses. Phase 1. Study of unprotected floor assemblies in basement fire scenarios","year":2010,"lang":"en","type":"article","venue":"NPARC","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Basement; Fire performance; Phase (matter); Fire investigation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003055302,0.0001652219,0.0003517949,0.00009502954,0.0000214631,0.00001365248,0.0002010107,0.00008170219,0.0003675666],"category_scores_gemma":[0.00008792201,0.0001584866,0.00002949804,0.000232251,0.0000321595,0.0001093507,0.00004729693,0.0001937121,0.00001141277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002573878,"about_ca_system_score_gemma":0.00002337689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000151403,"about_ca_topic_score_gemma":0.0001092826,"domain_scores_codex":[0.998967,0.00004626659,0.0004007804,0.0001531265,0.0002251307,0.0002077057],"domain_scores_gemma":[0.9994086,0.00005316736,0.00007309797,0.0003714673,0.00005272211,0.00004095746],"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":[0.00007859569,0.0002400483,0.001931571,0.0004413148,0.00003446292,0.000007725914,0.001101365,0.001532404,0.9782049,0.000001934212,0.0001326745,0.01629301],"study_design_scores_gemma":[0.003192452,0.0009724327,0.01185423,0.0001395082,0.00002302295,0.000001725167,0.0001885781,0.1662441,0.8170671,0.00000339767,0.00009320877,0.0002201614],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998485,0.00001759824,0.000007279888,0.0000114974,0.0003626814,0.0007660603,0.00001877347,0.0001285382,0.0002025498],"genre_scores_gemma":[0.9993262,0.000009259527,0.0004664416,0.000004561902,0.00004175345,0.00009769882,0.000004319796,0.00003724613,0.00001257429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1647117,"threshold_uncertainty_score":0.6462895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00896100426285125,"score_gpt":0.2323987159082324,"score_spread":0.2234377116453812,"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."}}