{"id":"W2805809702","doi":"10.22215/etd/2009-09069","title":"Design fires for motels and hotels","year":2009,"lang":"en","type":"dissertation","venue":"","topic":"Chemical Safety and Risk Management","field":"Chemical Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Advertising; Art; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00006579002,0.0002012047,0.0002318425,0.00003522894,0.00004203616,0.00002359806,0.0001089411,0.0002538104,0.00009732965],"category_scores_gemma":[0.00005473907,0.0001693954,0.00007892097,0.0000466934,0.000006665054,0.00003625199,0.00001119922,0.0001378109,0.00000995849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002766384,"about_ca_system_score_gemma":0.000007823841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002273904,"about_ca_topic_score_gemma":0.000008194377,"domain_scores_codex":[0.999232,0.000004125271,0.0001957056,0.0002626472,0.0001065979,0.0001989117],"domain_scores_gemma":[0.9995827,0.0001497551,0.00004791134,0.0001267395,0.00002643479,0.00006643241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009682619,0.0002033238,0.000001954031,0.002639015,0.0004347605,0.00001091106,0.0007713138,0.003850579,0.2488616,0.008767942,0.03528112,0.6982092],"study_design_scores_gemma":[0.001474331,0.0001577241,0.000381395,0.0004459024,0.0003482786,0.000001906228,0.0002137653,0.05021647,0.8745148,0.01943931,0.05148892,0.001317212],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.04189928,0.008430878,0.832036,0.001017708,0.001158596,0.005067159,0.00006218596,0.001573105,0.1087552],"genre_scores_gemma":[0.3079514,0.005597152,0.1389263,0.001202788,0.001669647,0.000602222,0.004372633,0.0004011549,0.5392767],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.696892,"threshold_uncertainty_score":0.6907744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491910730301181,"score_gpt":0.2520876255665907,"score_spread":0.2371685182635789,"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."}}