{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002901102,0.00009641633,0.0001112905,0.000490761,0.00243116,0.001124231,0.0003714329,0.0003382865,0.00351011],"category_scores_gemma":[0.0006432199,0.00005864397,0.0001035529,0.0007216928,0.001557324,0.000939361,0.002114976,0.0004717184,0.0001351401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001749587,"about_ca_system_score_gemma":0.00338418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07483523,"about_ca_topic_score_gemma":0.1301809,"domain_scores_codex":[0.9998078,0.00003723182,0.000006399192,0.00002099311,0.00001255431,0.0001151181],"domain_scores_gemma":[0.9997508,0.00002331922,0.00004912558,0.00001877702,0.00003208299,0.0001259215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002198628,0.0002272024,0.2176019,0.0005913759,0.0001187776,0.008986281,0.5421135,0.001697422,0.006046963,0.06090112,0.01381054,0.147685],"study_design_scores_gemma":[0.00001133814,0.0002318689,0.4327015,0.0004990511,0.00005575922,0.001178558,0.4723072,0.0009441944,0.0005294674,0.01114492,0.08033935,0.00005680672],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739347,0.0007730441,0.0002366536,0.003833455,0.00005669468,0.00001970503,0.00004802327,0.00001212027,0.02108566],"genre_scores_gemma":[0.996556,0.0004763442,0.0000678083,0.0001370853,0.00001347222,0.00000985663,0.00002030911,0.000001950356,0.00271719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07483523,"threshold_uncertainty_score":0.1487993,"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."}}