{"id":"W2898752161","doi":"10.4224/20374231","title":"Structural fire performance of unprotected floor assemblies used in single family houses","year":2010,"lang":"en","type":"article","venue":"NPARC","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Single family; Forensic engineering; Engineering; Civil engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002838157,0.0003528509,0.0002987031,0.0005936957,0.0007294734,0.0003092209,0.0005101774,0.0004234518,0.007133746],"category_scores_gemma":[0.001344054,0.0002834704,0.0004108154,0.0002396373,0.0003581267,0.0003553382,0.0004346632,0.0002346033,0.001554872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003066045,"about_ca_system_score_gemma":0.0002477768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005334512,"about_ca_topic_score_gemma":0.009725678,"domain_scores_codex":[0.9997566,0.00003083903,0.00001437937,0.00003886576,0.00009045934,0.00006877184],"domain_scores_gemma":[0.9993247,0.000206555,0.00008904168,0.0000589067,0.0002386816,0.00008215329],"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":[0.02005531,0.001747444,0.3131466,0.0003790679,0.0001861958,0.00142638,0.003844138,0.03133968,0.4773275,0.0003410095,0.001245065,0.1489616],"study_design_scores_gemma":[0.00006264677,0.01036868,0.8309424,0.00004738062,0.0001133796,0.0009533066,0.004410339,0.01760014,0.1342511,0.0001123879,0.001099028,0.00003913252],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995646,0.000009306419,0.00006508471,0.000001591049,0.00000201748,0.000002918194,0.00003378683,0.000003623227,0.0003171306],"genre_scores_gemma":[0.998962,0.000009025191,0.00009807423,0.000001638754,7.285387e-7,0.000002160358,0.00007227327,0.000005127052,0.0008489843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007133746,"threshold_uncertainty_score":0.02386481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470356854936497,"score_gpt":0.2217133042171522,"score_spread":0.2070097356677872,"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."}}