{"id":"W4402695006","doi":"10.13169/intljofdissocjus.4.2.0048","title":"Beyond the Single Story of Climate Vulnerability","year":2024,"lang":"en","type":"article","venue":"International Journal of Disability and Social Justice","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Vulnerability (computing); Climate change; History; Geography; Computer science; Computer security; Geology; Oceanography","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":[0.003905912,0.0007149234,0.000506269,0.001328034,0.008267554,0.007611702,0.0009218191,0.004107362,0.007554405],"category_scores_gemma":[0.006384212,0.0002200494,0.0004219329,0.001199536,0.04205412,0.01372662,0.0106493,0.008369856,0.0009236112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003575159,"about_ca_system_score_gemma":0.003859613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005435384,"about_ca_topic_score_gemma":0.005179411,"domain_scores_codex":[0.9958163,0.002748478,0.00008618563,0.0002522426,0.0005101017,0.000586655],"domain_scores_gemma":[0.9963754,0.002153703,0.0002521366,0.0002471203,0.0003493717,0.000622313],"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":[0.00004313159,0.00003199648,0.001549535,0.0004228333,0.00002103403,0.0007046346,0.1437072,0.0002112817,0.0002238249,0.7527444,0.07601175,0.02432827],"study_design_scores_gemma":[0.00001315563,0.00003847798,0.00098257,0.0008800426,0.00001205086,0.001034034,0.1175917,0.0001612814,0.0001697093,0.3497116,0.5293726,0.00003264154],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03381688,0.03826564,0.008252559,0.6845294,0.005594813,0.00005571061,0.0003589358,0.0000873238,0.2290388],"genre_scores_gemma":[0.8875449,0.02211653,0.002402486,0.05770433,0.003184708,0.0001339911,0.0001329415,0.00008959785,0.02669057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008267554,"threshold_uncertainty_score":0.0259397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08481611050606226,"score_gpt":0.3718488367734251,"score_spread":0.2870327262673629,"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."}}