{"id":"W7019234755","doi":"","title":"FIERAsystem: a fire risk assessment tool to evaluate fire safety in buildings and large spaces","year":2003,"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":"Fire safety; Risk assessment; Plan (archaeology); Fire protection; System safety; Risk management; Safety standards","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003063782,0.001964314,0.0009291985,0.004525705,0.0006021773,0.001187588,0.001490503,0.001177808,0.01384051],"category_scores_gemma":[0.008073271,0.0004431806,0.000906847,0.001351364,0.0003889175,0.002314146,0.001235074,0.0006518538,0.002210217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008344022,"about_ca_system_score_gemma":0.001147082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009346865,"about_ca_topic_score_gemma":0.008238318,"domain_scores_codex":[0.9987324,0.0002798445,0.00009807871,0.00008861637,0.0007294216,0.00007152444],"domain_scores_gemma":[0.9968951,0.001506753,0.0003083964,0.0002027415,0.0009627721,0.0001242685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009274749,0.0008294673,0.02533019,0.001291276,0.00058825,0.0005408649,0.0009024758,0.2093468,0.02359335,0.01173281,0.1126236,0.6122935],"study_design_scores_gemma":[0.0003838855,0.001110556,0.02811061,0.0002326315,0.0002573304,0.0009376282,0.0003145337,0.8466926,0.03106917,0.01177227,0.07879153,0.0003272574],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1016736,0.0007096377,0.7423714,0.0004526218,0.0001462784,0.00213371,0.0166993,0.101541,0.03427243],"genre_scores_gemma":[0.3818606,0.0004776704,0.5867538,0.0002044322,0.00005736384,0.001889939,0.01456405,0.002084135,0.012108],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01384051,"threshold_uncertainty_score":0.04630107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00816405728050953,"score_gpt":0.2693830959455086,"score_spread":0.2612190386649991,"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."}}