{"id":"W6966492724","doi":"10.4224/20373946","title":"International Road Tunnel Fire Detection Research Report - Phase II Task 1: Fire Detectors, Fire Scenarios and Test Protocols","year":2008,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fire Protection Research Foundation","keywords":"Fire detection; Task (project management); Test (biology); Phase (matter); Fire safety; Fire test","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":[0.02745722,0.001823639,0.001319023,0.003370097,0.00197587,0.0042987,0.00374607,0.002412933,0.01638359],"category_scores_gemma":[0.0181217,0.001152121,0.0007895247,0.002138898,0.0007619301,0.002582097,0.001795275,0.002345205,0.02504879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003767464,"about_ca_system_score_gemma":0.02124035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01793882,"about_ca_topic_score_gemma":0.01639164,"domain_scores_codex":[0.9770498,0.006355286,0.001494333,0.001153361,0.0123191,0.001628049],"domain_scores_gemma":[0.9551665,0.004157799,0.003249388,0.003691094,0.03159035,0.002144934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001708349,0.004475658,0.01149804,0.002700166,0.0001339632,0.0003459688,0.0007381801,0.02075741,0.0338394,0.0196981,0.6888741,0.2152307],"study_design_scores_gemma":[0.0005191701,0.003567588,0.02142964,0.001413797,0.0001791649,0.0006810881,0.0008784492,0.009387375,0.08299886,0.002740987,0.8759707,0.0002332627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0449969,0.004175206,0.3162506,0.005117456,0.001814661,0.07012425,0.09347331,0.01113993,0.4529077],"genre_scores_gemma":[0.09155089,0.004826612,0.285981,0.001482022,0.0007723735,0.04391658,0.3532569,0.003644819,0.2145688],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02745722,"threshold_uncertainty_score":0.1452094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09731785862938591,"score_gpt":0.4031670747581438,"score_spread":0.3058492161287579,"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."}}