{"id":"W7026297329","doi":"","title":"Adapting to Environmental Change: Assessing the Vulnerability of Inuvialuit Communities to Infrastructure Risks Associated with Climate Change","year":2005,"lang":"en","type":"other","venue":"USC Research Bank (University of the Sunshine Coast)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Climate change; Adaptive capacity; Livelihood; Vulnerability assessment; Political economy of climate change; Adaptation (eye); Scholarship; Ecological forecasting","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008604246,0.0004665209,0.0002329519,0.001750698,0.00334579,0.001765091,0.0009027843,0.0005995341,0.001963252],"category_scores_gemma":[0.003135949,0.0001815676,0.0003790539,0.001734511,0.0006840475,0.0008917472,0.001942319,0.0004943362,0.0001730004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005226377,"about_ca_system_score_gemma":0.00425589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6102364,"about_ca_topic_score_gemma":0.8284782,"domain_scores_codex":[0.9994624,0.0001692697,0.00002227591,0.00003477463,0.0001533357,0.0001579503],"domain_scores_gemma":[0.9989591,0.0001707829,0.0001923099,0.0000477224,0.0003545635,0.0002756029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008903308,0.0004444165,0.9136742,0.0001228473,0.00009896182,0.0005555416,0.03004948,0.001538149,0.0006974255,0.001154451,0.001162574,0.05041288],"study_design_scores_gemma":[0.000004255479,0.0001881618,0.9187363,0.00008981736,0.00004901271,0.0002105886,0.07177169,0.004782755,0.0003933285,0.00101217,0.002728658,0.00003324479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926811,0.00008293922,0.0002127101,0.0001629521,0.000003555371,0.00006504395,0.0001415523,0.000005116639,0.006645007],"genre_scores_gemma":[0.9972315,0.0001503339,0.00110947,0.00003683364,0.000002211651,0.00004506549,0.0001607144,0.000002077233,0.00126164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3897636,"threshold_uncertainty_score":0.7841179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2087295311488116,"score_gpt":0.424866715208888,"score_spread":0.2161371840600764,"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."}}