{"id":"W7100079761","doi":"","title":"Consideration of reliability and performance of fire protection systems in FiRECAM&amp;amp;trade;","year":2000,"lang":"en","type":"article","venue":"","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Fire protection; Fire safety; Fire detection; Firefighting; Active fire protection; Building code; Smoke","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.001227151,0.0005490324,0.0003810003,0.0004464177,0.0003660863,0.001346932,0.0007306708,0.0009322083,0.003083196],"category_scores_gemma":[0.004240723,0.0002998581,0.0004611658,0.0002935494,0.0007380444,0.00164161,0.0004376501,0.0007562216,0.0003971325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001715033,"about_ca_system_score_gemma":0.001016787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01232766,"about_ca_topic_score_gemma":0.009611948,"domain_scores_codex":[0.9991962,0.0002279874,0.00001930459,0.00007573334,0.0003986213,0.00008207209],"domain_scores_gemma":[0.9978887,0.00116965,0.0002233103,0.0002167856,0.0004375476,0.00006399368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001900793,0.00008857623,0.007607429,0.00006760938,0.00003291463,0.0001779518,0.0001115811,0.9324787,0.01070413,0.01665276,0.0008842617,0.03100413],"study_design_scores_gemma":[0.00001695573,0.0002386427,0.006886498,0.00002116705,0.00002631801,0.0001270472,0.00003895266,0.9747772,0.006699155,0.008802586,0.002340648,0.0000248305],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6313056,0.0007962648,0.3325472,0.0005850273,0.00007060812,0.0001243743,0.0003534754,0.0006218764,0.03359563],"genre_scores_gemma":[0.983154,0.0001531311,0.01223258,0.0000218339,0.00001120126,0.00003623194,0.00008694533,0.00004988995,0.004254136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01232766,"threshold_uncertainty_score":0.02451181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720435717526948,"score_gpt":0.2282619566444553,"score_spread":0.2110575994691858,"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."}}