{"id":"W2943385945","doi":"10.11575/prism/36453","title":"Accidental Residential Fires in Calgary: A Theoretical Consideration","year":2019,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accidental; Forensic engineering; Engineering; Geography; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001354042,0.0005003101,0.0004186881,0.002870039,0.005215559,0.005116561,0.002540576,0.001928468,0.005324916],"category_scores_gemma":[0.003295176,0.0004395491,0.0004086995,0.002981227,0.009268447,0.002921207,0.004191379,0.003139138,0.0002203446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01540235,"about_ca_system_score_gemma":0.006967483,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1780276,"about_ca_topic_score_gemma":0.2051895,"domain_scores_codex":[0.9993211,0.0002326222,0.00002741047,0.0001215814,0.0000794761,0.0002178614],"domain_scores_gemma":[0.9982454,0.001082913,0.0002697988,0.00005645967,0.0001681605,0.0001773788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002073314,0.0001839343,0.06257965,0.0001854517,0.00002106322,0.001665654,0.05547256,0.004168291,0.00008834183,0.8569672,0.002632875,0.01601417],"study_design_scores_gemma":[0.00003566046,0.0001545579,0.1519485,0.001076265,0.00006711956,0.001699327,0.4201806,0.01303495,0.0001896783,0.3762998,0.03522875,0.00008474938],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.739473,0.005786774,0.01114431,0.06927818,0.0002935564,0.0002286407,0.0003672519,0.00003229572,0.173396],"genre_scores_gemma":[0.9921152,0.002227688,0.001133986,0.0009571781,0.00007853891,0.00007160495,0.00007236785,0.000003851329,0.003339578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8219724,"threshold_uncertainty_score":0.3539827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0210641927485931,"score_gpt":0.3628972217578177,"score_spread":0.3418330290092246,"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."}}