{"id":"W4402628075","doi":"10.1016/j.ijdrr.2024.104840","title":"Translating disaster resilience: How values, world views and politics complicate interpretation and implementation","year":2024,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Interpretation (philosophy); Politics; Resilience (materials science); Epistemology; Political science; Sociology; Psychology; Environmental planning; Computer science; Environmental science; Philosophy; Law; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.09023673,0.0009601507,0.001119538,0.004732985,0.007248565,0.02277127,0.003211112,0.005299134,0.006987137],"category_scores_gemma":[0.2160664,0.001061194,0.000647055,0.005043461,0.02639143,0.02335733,0.01273987,0.009436045,0.001247447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009078,"about_ca_system_score_gemma":0.02174926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01741494,"about_ca_topic_score_gemma":0.018402,"domain_scores_codex":[0.9235512,0.06094577,0.003043728,0.00277423,0.007165566,0.002519484],"domain_scores_gemma":[0.8155504,0.1532919,0.006082566,0.009405999,0.01361483,0.002054327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009688507,0.00009579879,0.009074443,0.001450982,0.0001323215,0.0008174823,0.4721343,0.001154721,0.0007884717,0.3809084,0.02222613,0.1111201],"study_design_scores_gemma":[0.00002997767,0.00003780119,0.005782611,0.003262321,0.00009031241,0.0002435526,0.3573619,0.002165848,0.001122469,0.541459,0.08830479,0.000139442],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.147207,0.01165539,0.1248723,0.5641346,0.006809818,0.0003867802,0.0007755192,0.0004257852,0.1437328],"genre_scores_gemma":[0.9459355,0.00388774,0.02734905,0.01764701,0.0006922,0.0003560267,0.0002148165,0.0005599969,0.003357698],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09023673,"threshold_uncertainty_score":0.4772232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02133154377791753,"score_gpt":0.3638308216623296,"score_spread":0.342499277884412,"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."}}