{"id":"W7065798801","doi":"","title":"FiRECAM Version 1.6.1 - FiRECAM Manual Appendices System Model Description","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Engineering and Material Science Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fire safety; Code (set theory); Software; Apartment; Building code; Information system; Risk assessment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005207121,0.000117772,0.0001399764,0.0000755358,0.0002167834,0.0001788318,0.0003421034,0.00007221154,0.001941735],"category_scores_gemma":[0.00003049484,0.0001008704,0.0000379687,0.0001444784,0.00006685254,0.0004136722,0.00009773799,0.00007651081,0.002445521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001373031,"about_ca_system_score_gemma":0.0000139414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004837848,"about_ca_topic_score_gemma":0.000003178073,"domain_scores_codex":[0.9985474,0.00004994585,0.0001677965,0.0002987992,0.0004948996,0.0004411369],"domain_scores_gemma":[0.9995065,0.00002336233,0.00004146619,0.0002350039,0.00003998063,0.0001536283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001095122,0.00002669545,0.00001462786,0.00008623043,0.00000143469,0.000007207399,0.0002487289,0.001648245,0.9862577,0.001111692,0.008495351,0.002091135],"study_design_scores_gemma":[0.0004093398,0.0001391458,0.0001712823,0.0001851597,0.00001303751,0.00003299185,0.0003545958,0.7634199,0.2285539,0.000460768,0.005891411,0.0003684003],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9526709,0.00005158664,0.002615679,0.0001851944,0.0007327553,0.0001540923,0.00002504685,0.0003602261,0.04320458],"genre_scores_gemma":[0.9934889,0.00003412599,0.00348085,0.00001580858,0.0001179438,0.00002144923,0.000004103944,0.00001281776,0.002823988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7617717,"threshold_uncertainty_score":0.9989706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03095726333399678,"score_gpt":0.2514466564456351,"score_spread":0.2204893931116383,"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."}}