{"id":"W6917583618","doi":"10.58079/alo0","title":"Vulnerability to Climate Change in Arctic Canada: The Vulnerability Approach and Case Studies from Inuit Communities in Nunavut","year":2010,"lang":"en","type":"article","venue":"OpenEdition (OpenEdition)","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; Arctic; The arctic; Vulnerability assessment","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":[0.002349759,0.000701778,0.0005947891,0.001720145,0.03088069,0.003589527,0.00222271,0.001786467,0.0008800795],"category_scores_gemma":[0.003307257,0.0003999955,0.0004929991,0.005816041,0.007503688,0.001089877,0.00458925,0.001451416,0.00008237799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04996352,"about_ca_system_score_gemma":0.03642342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9727389,"about_ca_topic_score_gemma":0.9922243,"domain_scores_codex":[0.9972145,0.001092107,0.0000530141,0.0001209184,0.0002980751,0.001221426],"domain_scores_gemma":[0.9978452,0.001041874,0.000197667,0.00006114742,0.0004334346,0.0004206793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009299615,0.0001503718,0.04864891,0.0002922451,0.00004123654,0.009329877,0.9201483,0.0008073627,0.0006822285,0.007196715,0.002123524,0.01048632],"study_design_scores_gemma":[0.000004545665,0.00004080146,0.02830801,0.0001333782,0.00002568038,0.0005609179,0.9635854,0.0002875782,0.0001680135,0.0006138753,0.006250828,0.00002097029],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852446,0.001295018,0.0003198957,0.001269434,0.00002278711,0.000133346,0.0001227162,0.000003884736,0.01158825],"genre_scores_gemma":[0.9929506,0.002500109,0.0006599627,0.0003208745,0.000008088732,0.0001077846,0.00007432105,0.000005729733,0.003372739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04996352,"threshold_uncertainty_score":0.3625124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07399476342666315,"score_gpt":0.3609456703175263,"score_spread":0.2869509068908632,"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."}}