{"id":"W3132120773","doi":"10.3390/su13052435","title":"Indigenous Resilience to Disasters in Taiwan and Beyond","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Resilience (materials science); Indigenous; Geography; Environmental change; Climate change; Environmental resource management; Environmental planning; Environmental science; Oceanography; Geology; Ecology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008815203,0.00006643167,0.0001011341,0.00006771216,0.0002858785,0.00008284237,0.00008969218,0.00005583042,0.0000366872],"category_scores_gemma":[0.002964737,0.00007515043,0.00001792949,0.00064476,0.0002034267,0.0002314168,0.00006021851,0.00006704085,0.000003421207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231462,"about_ca_system_score_gemma":0.0009494339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003785174,"about_ca_topic_score_gemma":0.1854024,"domain_scores_codex":[0.9987397,0.0002644148,0.0001593968,0.0002991307,0.0002244685,0.0003129338],"domain_scores_gemma":[0.9991609,0.00008013699,0.00003111583,0.0001804225,0.0004277761,0.0001196755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000206105,0.00008412021,0.3266777,0.00005676116,0.000001586721,0.00002299369,0.6447758,0.00007299623,0.0001011912,0.007856313,0.00009155545,0.02023834],"study_design_scores_gemma":[0.0001424376,0.00003607438,0.3672428,0.000006901241,0.000003342332,6.939637e-7,0.5989668,0.00001778887,0.00009346927,0.02768724,0.005670021,0.0001324887],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984329,0.0001080807,0.0001370442,0.01290232,0.0000735673,0.0004668866,0.000005162306,0.00002733058,0.001950623],"genre_scores_gemma":[0.9985701,0.00001538228,0.0002249376,0.0002347574,0.00003575092,0.00003187558,0.000006039866,0.000004559228,0.0008765693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1816172,"threshold_uncertainty_score":0.8294619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03125615301686648,"score_gpt":0.3273331203920833,"score_spread":0.2960769673752168,"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."}}