{"id":"W7009695820","doi":"","title":"Evaluating compliance of performance-based designs with fire safety objectives","year":2000,"lang":"en","type":"article","venue":"NPARC","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compliance (psychology); Fire safety; Fire protection; Clothing","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":[0.0001960586,0.00009405274,0.0001390731,0.00002699876,0.00006968321,0.000009118445,0.0001233844,0.00003306122,0.0009013437],"category_scores_gemma":[0.000007264116,0.00008101221,0.00002787337,0.0001834514,0.00005989208,0.00005998655,0.000006496598,0.0001308592,0.00002529185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004938268,"about_ca_system_score_gemma":0.0000467457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004204971,"about_ca_topic_score_gemma":0.000004583596,"domain_scores_codex":[0.9992669,0.00002394187,0.000142764,0.000111207,0.0002412231,0.0002140065],"domain_scores_gemma":[0.9996375,0.00006851322,0.00001395277,0.0001830657,0.00005495998,0.00004199088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002276879,0.00002911667,0.002267367,0.0002447584,0.00003143657,0.00000230906,0.0002013891,0.5877995,0.01665479,0.0001029166,0.00002645425,0.3924122],"study_design_scores_gemma":[0.0004364407,0.0002085683,0.01603141,0.0001411123,0.000004903983,0.000001951407,0.00001335787,0.9803872,0.002438879,0.00005887511,0.0001722042,0.0001050594],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9365613,0.0000480196,0.00289813,0.00004925624,0.0000182944,0.0001610718,0.00001419361,0.00007447314,0.06017529],"genre_scores_gemma":[0.9907357,0.00006818671,0.008915974,0.000008038247,0.00001578407,0.00001358887,0.000008186163,0.00002132544,0.0002132477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3925877,"threshold_uncertainty_score":0.9869081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05256599151444783,"score_gpt":0.295625818723275,"score_spread":0.2430598272088272,"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."}}