{"id":"W4308681124","doi":"10.1111/disa.12568","title":"From pity to fear: security as a mechanism for (re)production of vulnerability","year":2022,"lang":"en","type":"article","venue":"Disasters","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mitel (Canada)","funders":"","keywords":"Threatened species; Vulnerability (computing); Computer security; Merge (version control); Context (archaeology); Environmental ethics; Sociology; Law and economics; Computer science; Geography; Ecology","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":[0.006318249,0.0008044465,0.000529586,0.001651818,0.005942024,0.01092772,0.001355156,0.004044014,0.006590309],"category_scores_gemma":[0.007386116,0.0004432892,0.0009315397,0.0007603394,0.07161971,0.01744883,0.0144596,0.007619462,0.0007571673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005039161,"about_ca_system_score_gemma":0.004614233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002444386,"about_ca_topic_score_gemma":0.001894737,"domain_scores_codex":[0.9949234,0.002660795,0.0001223559,0.0004565204,0.000970649,0.000866221],"domain_scores_gemma":[0.9962103,0.001648156,0.0005265169,0.0006486922,0.0004662873,0.0005000279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002062202,0.00001297356,0.0007017175,0.00005444335,0.00001000327,0.0003276876,0.03682432,0.0002335027,0.0005166538,0.9547247,0.001651233,0.004922247],"study_design_scores_gemma":[0.0000172649,0.00006894241,0.0009994946,0.0002828944,0.00001651217,0.0008112465,0.03601276,0.0007259058,0.0007464585,0.8723537,0.08791556,0.00004932516],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1257862,0.006142224,0.07604065,0.109246,0.001508315,0.0001470484,0.00008025246,0.0002806048,0.6807686],"genre_scores_gemma":[0.9772915,0.00127848,0.003585733,0.002420324,0.0002220469,0.00006529975,0.00001890258,0.00009118396,0.01502663],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01092772,"threshold_uncertainty_score":0.03656179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0293032552469626,"score_gpt":0.3411633039749903,"score_spread":0.3118600487280277,"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."}}