{"id":"W7015424719","doi":"","title":"Statistical analysis of firefighting and damage caused by fire in mid-rise timber-framed residential buildings compared to other construction types","year":2021,"lang":"en","type":"other","venue":"Lund University Publications Student Papers (Lund University)","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Firefighting; Statistical analysis; Flammable liquid; Statistical model; Regression analysis; Fire protection; Linear regression","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000537291,0.0002013121,0.0003301907,0.0006588322,0.0001502536,0.00003469479,0.0003443402,0.00024361,0.0003468876],"category_scores_gemma":[0.00001934382,0.0002669152,0.00008692553,0.001357486,0.0002037715,0.00001242456,0.0002580993,0.0001455156,9.363853e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001388901,"about_ca_system_score_gemma":0.00009695246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006831918,"about_ca_topic_score_gemma":0.003738863,"domain_scores_codex":[0.9988253,0.00007976991,0.0001574616,0.0005791658,0.0001372365,0.0002211426],"domain_scores_gemma":[0.9991502,0.00002784046,0.0001992081,0.0003969747,0.0001008363,0.0001249495],"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":[0.0003216545,0.001385243,0.03818857,0.000206403,0.006079593,0.0000361448,0.0006999823,0.0008975613,0.3865865,0.3659794,0.198235,0.001383905],"study_design_scores_gemma":[0.0004308955,0.00003813812,0.001432491,0.00003148209,0.0004896576,6.46326e-7,0.0006765189,0.00002979831,0.0007676575,0.000003709364,0.995849,0.0002500723],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03897615,0.00031588,0.02403152,0.0004215446,0.00003873176,0.0006844152,0.001424779,0.00008638873,0.9340206],"genre_scores_gemma":[0.001984997,0.0007531656,0.01014076,0.00005705568,0.00002549334,0.000002304005,0.001816345,0.00006525403,0.9851546],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7976139,"threshold_uncertainty_score":0.9999783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004867455276748017,"score_gpt":0.2661779577831032,"score_spread":0.2613105025063552,"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."}}