{"id":"W3134658755","doi":"10.29173/alr2480","title":"Vulnerability, Canadian Disaster Law, and The Beast","year":2018,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Public Safety Canada","keywords":"Vulnerability (computing); Harm; Perspective (graphical); Context (archaeology); Emergency management; Law; Natural disaster; Political science; Sociology; Geography; Computer security; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004082552,0.0003619786,0.0004892384,0.0042012,0.01125882,0.007707006,0.001681987,0.002662827,0.005001563],"category_scores_gemma":[0.01144241,0.0002627579,0.000335385,0.005553797,0.01658856,0.003142282,0.002190656,0.002889196,0.0002113243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.118731,"about_ca_system_score_gemma":0.2147988,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9853297,"about_ca_topic_score_gemma":0.9900169,"domain_scores_codex":[0.995551,0.0006402767,0.0001057826,0.0003064472,0.002281549,0.001114939],"domain_scores_gemma":[0.9920809,0.002292436,0.0004068279,0.000232171,0.004209404,0.0007783119],"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":[0.00001273421,0.0000103658,0.002033113,0.0004528396,0.00002316798,0.0002033451,0.004764506,0.0007579797,0.00008660483,0.8663103,0.08728305,0.03806211],"study_design_scores_gemma":[0.00001224501,0.00001390083,0.0128351,0.0019649,0.00005197377,0.0001577508,0.01044596,0.000423341,0.0001371455,0.08728509,0.8865996,0.00007300191],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02426893,0.3251507,0.002594816,0.2538364,0.002329848,0.00005755143,0.000658775,0.0000783846,0.3910246],"genre_scores_gemma":[0.7510616,0.1732125,0.001632487,0.03118721,0.0006244111,0.00005157699,0.0003308395,0.00004783156,0.0418516],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.118731,"threshold_uncertainty_score":0.8614575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01671588644169315,"score_gpt":0.3023072617417831,"score_spread":0.2855913753000899,"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."}}