{"id":"W2772079162","doi":"","title":"Indigenous Land Entitlements, and Land-use Mapping, in the Canadian and Russian Arctic","year":2017,"lang":"en","type":"article","venue":"Aberdeen University Research Archive (Aberdeen University)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Land rights; Geography; Arctic; Land use; Environmental resource management; Political science; Environmental planning; Environmental science; Oceanography; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001573137,0.0002028965,0.0003103623,0.001111286,0.02255779,0.0001240746,0.001026675,0.0002086687,0.0001600427],"category_scores_gemma":[0.0002077486,0.0001909881,0.00004942113,0.0003247298,0.0008981645,0.0004393657,0.001549269,0.001421508,0.0001179361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000911806,"about_ca_system_score_gemma":0.001032125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8658787,"about_ca_topic_score_gemma":0.9904124,"domain_scores_codex":[0.995918,0.001306452,0.0001618103,0.0005126012,0.0003307414,0.001770387],"domain_scores_gemma":[0.9977305,0.000860251,0.0001399329,0.0006373716,0.0001899601,0.0004420058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008525818,0.00004367499,0.9404466,0.00008425532,0.00009873603,0.0009518841,0.04806307,7.358743e-7,0.000003573509,0.008782413,0.001109675,0.0003301224],"study_design_scores_gemma":[0.001286404,0.0001105345,0.6729618,0.0000613812,0.00002339059,0.000006290109,0.02652404,0.00001425439,1.696172e-7,0.0005462118,0.2983099,0.0001555756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8430488,0.0000567233,0.00001264888,0.003599171,0.00009703202,0.00145685,0.0002169672,0.00002164917,0.1514902],"genre_scores_gemma":[0.9844455,0.001694917,0.0001706809,0.0002137706,0.00007936523,0.000001977508,0.00005189381,0.00001733388,0.01332458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2972002,"threshold_uncertainty_score":0.9787147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07976655038247202,"score_gpt":0.3442723505559349,"score_spread":0.2645058001734629,"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."}}