{"id":"W52227502","doi":"","title":"RECENT DEVELOPMENT IN FIRE SUPPRESSION SYSTEMS","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mist; Environmental science; Fire protection; Engineering; Meteorology; Civil engineering; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0042716,0.0006364977,0.0005467383,0.001684346,0.0006227692,0.001598151,0.00186129,0.001112283,0.007241315],"category_scores_gemma":[0.003976136,0.0005637092,0.0005781,0.001599637,0.0007881165,0.002392036,0.001786994,0.001630916,0.00333339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001887342,"about_ca_system_score_gemma":0.001758095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001928246,"about_ca_topic_score_gemma":0.001335079,"domain_scores_codex":[0.9981103,0.0002387233,0.0001444564,0.0003945084,0.0009728679,0.0001392241],"domain_scores_gemma":[0.9961035,0.0007061763,0.0002694149,0.0003427011,0.002274722,0.0003035452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004135931,0.0001977655,0.002601186,0.001863116,0.00006471197,0.0001562352,0.0003889522,0.003417837,0.0308066,0.02891153,0.009400413,0.9217781],"study_design_scores_gemma":[0.00004775274,0.001075366,0.002571441,0.0004303344,0.00008787278,0.0009760449,0.0001480709,0.006312593,0.06368957,0.002442081,0.9221487,0.00007020395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1077659,0.3424586,0.3019507,0.007897617,0.002937553,0.0007460574,0.0006169274,0.002361312,0.2332653],"genre_scores_gemma":[0.344373,0.2411162,0.2928232,0.004747371,0.002488974,0.0005175289,0.002473353,0.0005348877,0.1109254],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007241315,"threshold_uncertainty_score":0.02422458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01611335994406683,"score_gpt":0.237342027175131,"score_spread":0.2212286672310642,"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."}}