{"id":"W2281355170","doi":"10.20381/ruor-2981","title":"Individual Emergency Preparedness in Canada: Widening the Lens on the Social Environment","year":2013,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Coping (psychology); Perception; Psychology; Social environment; Social vulnerability; Social psychology; Social support; Applied psychology; Political science; Clinical psychology; Psychological resilience","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001510426,0.0001077202,0.0001472367,0.0001739014,0.001904843,0.00004341345,0.001676773,0.0001035148,0.002442216],"category_scores_gemma":[0.0001014852,0.00008557558,0.00006827426,0.0004363218,0.0004204755,0.0001863581,0.0001855682,0.0005181109,0.0000599178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006055413,"about_ca_system_score_gemma":0.001127269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7418467,"about_ca_topic_score_gemma":0.9869847,"domain_scores_codex":[0.9964237,0.0007207099,0.0001280805,0.0002686964,0.001997257,0.0004615666],"domain_scores_gemma":[0.999274,0.0002273953,0.0001420957,0.0002164441,0.00008661852,0.00005346701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003234852,0.000201175,0.02407306,0.0001466788,0.0002208232,0.00004849615,0.476673,0.00009153092,0.0000532811,0.1883628,0.2908093,0.0192875],"study_design_scores_gemma":[0.000101844,0.00002476133,0.2287493,0.00004116805,0.00001726153,1.772685e-8,0.679783,0.00002177394,0.000003823523,0.0003890386,0.09074724,0.0001208364],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7469414,0.00002495597,9.186091e-7,0.00330387,0.0002115106,0.0005935789,0.0000139736,0.000005291683,0.2489045],"genre_scores_gemma":[0.9109165,0.0003444435,0.000004023768,0.00001387404,0.00006934017,0.000004556598,0.00003711956,0.000007865513,0.08860227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2451379,"threshold_uncertainty_score":0.9993945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0712061113389368,"score_gpt":0.3157848344927832,"score_spread":0.2445787231538464,"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."}}