{"id":"W7132456183","doi":"","title":"Consideration of reliability and performance of fire protection systems in FiRECAM<TM>","year":2000,"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":"National Research Council Canada","funders":"","keywords":"Reliability (semiconductor); Fire protection; Fire safety; Fire detection; Building code; Firefighting; Risk assessment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001839061,0.0000368261,0.00009295992,0.00002443977,0.00001271728,0.000004368246,0.00002240904,0.00004012272,0.00004924696],"category_scores_gemma":[0.0000143339,0.00003603286,0.000009047172,0.00008075717,0.00002673302,0.00005566287,0.000004345733,0.00007252242,0.000001376424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002343817,"about_ca_system_score_gemma":0.000009395353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009803016,"about_ca_topic_score_gemma":0.00001612611,"domain_scores_codex":[0.9996173,0.00001774191,0.0001588659,0.00005903712,0.00007976272,0.00006729251],"domain_scores_gemma":[0.9998435,0.00001889938,0.00001131477,0.00008663409,0.00002646728,0.0000131303],"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":[0.0002848001,0.0001055781,0.04875766,0.004626589,0.00002570948,0.000002932198,0.001185042,0.4538753,0.07556555,0.0004653525,0.0001157339,0.4149898],"study_design_scores_gemma":[0.0001269103,0.00005880229,0.04124987,0.00006424436,8.409721e-7,0.000002308189,0.000008856591,0.9569916,0.001302205,0.0001015145,0.00006044713,0.00003243897],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965351,0.0000703182,0.00002645988,0.0000316527,0.00002538408,0.0001971852,0.000004302558,0.00001333637,0.003096263],"genre_scores_gemma":[0.9996017,0.0002191246,0.00009471009,5.081384e-7,0.000006189364,0.00001610521,0.000001662982,0.000004491071,0.00005556167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5031163,"threshold_uncertainty_score":0.1469377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009060956267762045,"score_gpt":0.2047835960994509,"score_spread":0.1957226398316889,"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."}}