{"id":"W7049088813","doi":"","title":"Living with climate change : Community Vulnerability and Adaptation in Ulukhaktok","year":2005,"lang":"en","type":"other","venue":"USC Research Bank (University of the Sunshine Coast)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"ArcticNet","keywords":"Vulnerability (computing); Climate change; Adaptation (eye); Climate change adaptation; Environmental change; Traditional knowledge","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007678341,0.0002427889,0.0003537749,0.0007556306,0.009392772,0.00237521,0.0005716038,0.0008252461,0.00369722],"category_scores_gemma":[0.001087109,0.00020331,0.0001698086,0.001168631,0.002662007,0.002084345,0.007006329,0.001057353,0.0001679111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00316227,"about_ca_system_score_gemma":0.002578869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0618522,"about_ca_topic_score_gemma":0.1294642,"domain_scores_codex":[0.9992281,0.0003235603,0.000022076,0.00004760273,0.00005313184,0.0003255226],"domain_scores_gemma":[0.9995003,0.000127765,0.00009573464,0.00001464739,0.00003649816,0.0002251442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001133738,0.0003140726,0.09982923,0.0002037735,0.0000319184,0.003449903,0.8483698,0.0001948281,0.0004283018,0.007175644,0.004123857,0.0357652],"study_design_scores_gemma":[0.000005134397,0.00004437431,0.07087275,0.0001033928,0.000008690226,0.0004158446,0.9188638,0.00009835843,0.00005024883,0.001042479,0.008477862,0.00001705166],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921348,0.0007962645,0.00005556816,0.001264515,0.00001964338,0.00001379737,0.00002738774,0.000002356979,0.005685664],"genre_scores_gemma":[0.9984027,0.0005277221,0.00004668667,0.0001644531,0.00000531585,0.00001880593,0.00001390195,0.000001634221,0.0008188266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9381478,"threshold_uncertainty_score":0.1229843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07617532378308367,"score_gpt":0.3055049436863701,"score_spread":0.2293296199032864,"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."}}