{"id":"W3105418340","doi":"10.1177/1473325020973316","title":"Where has vulnerability gone?","year":2020,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Leadership, Courage, and Heroism Studies","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Vulnerability (computing); Sociology; Politics; Narrative; Social vulnerability; Vulnerability assessment; Environmental ethics; Political science; Social psychology; Psychology; Psychological resilience; Law; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01027545,0.000489487,0.0007407551,0.001585028,0.01740826,0.01172953,0.001075299,0.00265899,0.004063994],"category_scores_gemma":[0.01933137,0.0003266362,0.0003793759,0.00129848,0.0448668,0.01773191,0.009273211,0.008270741,0.0005069714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006723645,"about_ca_system_score_gemma":0.009193333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01107754,"about_ca_topic_score_gemma":0.01101064,"domain_scores_codex":[0.9876305,0.009500105,0.0002153113,0.0005802888,0.0007290853,0.001344624],"domain_scores_gemma":[0.9871314,0.007495582,0.001396004,0.0003111369,0.0009723014,0.002693595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002677888,0.00003258724,0.006855689,0.0002640014,0.00001495631,0.0005336589,0.8564261,0.00004043279,0.0001390089,0.1075814,0.01254745,0.01553797],"study_design_scores_gemma":[0.000002898372,0.00002414623,0.002255331,0.0006262826,0.000006836096,0.0004118387,0.9177021,0.00003446368,0.0000766371,0.03229105,0.0465459,0.00002243086],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3018243,0.03559395,0.003173618,0.5618824,0.00302084,0.00006420557,0.0001214658,0.00005055067,0.09426861],"genre_scores_gemma":[0.9662664,0.01195291,0.0005596649,0.01712505,0.0003866561,0.00005094429,0.00003042867,0.0000334419,0.003594476],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01740826,"threshold_uncertainty_score":0.05434245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2847398388042515,"score_gpt":0.446803346376002,"score_spread":0.1620635075717505,"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."}}