{"id":"W4405939410","doi":"10.1007/978-3-031-74062-6_36","title":"The Unique Challenges Faced by Indigenous Communities During the Pandemic","year":2024,"lang":"en","type":"book-chapter","venue":"Risk, systems and decisions","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Indigenous; Pandemic; Geography; History; Coronavirus disease 2019 (COVID-19); Political science; Medicine; Biology; Ecology; Infectious disease (medical specialty)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001645467,0.0002147399,0.0002458236,0.00007447087,0.003525593,0.0007827662,0.0007092769,0.0002107194,0.00001540771],"category_scores_gemma":[0.00005682584,0.0001087669,0.0001013774,0.00004352507,0.0005773244,0.00008481181,0.0003339564,0.0005838398,0.00007788975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005693314,"about_ca_system_score_gemma":0.00007125103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004317293,"about_ca_topic_score_gemma":0.03497626,"domain_scores_codex":[0.9984068,0.0002803264,0.0003087271,0.0002141123,0.0005092848,0.0002807553],"domain_scores_gemma":[0.9972121,0.001968865,0.0001878836,0.0004921294,0.00005601225,0.00008299858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008795298,0.00000941001,0.000158782,0.00006348727,0.0001867709,0.00000865427,0.1114154,0.00001330892,9.615248e-7,0.861403,0.005470298,0.02126111],"study_design_scores_gemma":[0.00005288049,0.00001735123,0.0001949832,0.0004722658,0.00004879753,0.000003207799,0.07645974,0.00001076404,4.851798e-8,0.02415593,0.8984238,0.0001602428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007812364,0.1527569,0.0000307139,0.0007150967,0.0009547005,0.0009144878,0.00009782414,0.000121578,0.8365964],"genre_scores_gemma":[0.2055603,0.2594411,9.340737e-7,0.00001522467,0.00009853501,0.00003307231,0.000003018472,0.00001989915,0.5348279],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8929535,"threshold_uncertainty_score":0.9977717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04752137158148344,"score_gpt":0.2936295954516819,"score_spread":0.2461082238701984,"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."}}