{"id":"W2007754899","doi":"10.1115/ipc2014-33700","title":"Real Time Facility Monitoring: Lessons Learned","year":2014,"lang":"en","type":"article","venue":"","topic":"Fire Detection and Safety Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"IntelliView Technologies (Canada)","funders":"","keywords":"Computer science; Critical infrastructure; Systems engineering; Computer security; Real-time computing; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001407111,0.0000726783,0.00009855062,0.00002571045,0.00003755092,0.00001781953,0.00005855653,0.00005885358,0.000193888],"category_scores_gemma":[0.00001636376,0.00006788671,0.00003758523,0.00006151226,0.00000822752,0.00004275363,0.000008466503,0.00007451923,0.002095269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003117563,"about_ca_system_score_gemma":0.000002578511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007247875,"about_ca_topic_score_gemma":0.000004669154,"domain_scores_codex":[0.999557,0.00002331182,0.000111885,0.00009598232,0.00008259902,0.0001291781],"domain_scores_gemma":[0.9997154,0.00002719431,0.000006933347,0.0001778099,0.00001348417,0.00005918323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003710095,0.00006133441,0.005882777,0.0002603246,0.0001574563,0.00000493982,0.001338401,0.02724878,0.5005817,0.002796146,0.02233431,0.4392968],"study_design_scores_gemma":[0.0007395413,0.00008408799,0.03858504,0.00002566805,0.00001263638,0.00001182751,0.0001801525,0.3447464,0.062419,0.0002406121,0.5522919,0.0006631216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5048159,0.00001481481,0.009953368,0.0004298814,0.001567351,0.0001302908,0.000009792689,0.00312389,0.4799547],"genre_scores_gemma":[0.9909243,0.00001209226,0.0001377601,0.000003004885,0.000122324,0.000005180756,0.000002212151,0.00000877678,0.008784379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5299576,"threshold_uncertainty_score":0.9986817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02817153838329219,"score_gpt":0.2508827002613226,"score_spread":0.2227111618780304,"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."}}