{"id":"W2284402664","doi":"10.22584/nr41.2015.009","title":"Language, Distance, Democracy: Development Decision Making and Northern Communications","year":2015,"lang":"en","type":"article","venue":"The Northern Review","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Politics; Indigenous; Democracy; Political science; Public relations; Community development; Dominance (genetics); Sociology; Public administration; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001119562,0.00008982197,0.0001830177,0.000013267,0.001080842,0.00002694081,0.0004726878,0.00002357029,0.00001541907],"category_scores_gemma":[0.0004019583,0.00005298355,0.00003400668,0.000184579,0.000350061,0.00005682836,0.000239874,0.00009701457,0.0001399902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007541432,"about_ca_system_score_gemma":0.0001708402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006010993,"about_ca_topic_score_gemma":0.08929884,"domain_scores_codex":[0.9990122,0.0002307008,0.0002096857,0.0001114247,0.0002518869,0.0001841458],"domain_scores_gemma":[0.9990698,0.000244146,0.0001118573,0.0004155913,0.00008046516,0.00007813931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007893531,0.00002568955,0.05944568,0.0001044936,0.00003955167,0.00000197062,0.06248949,4.542256e-7,6.96615e-8,0.00439579,0.004412177,0.8690767],"study_design_scores_gemma":[0.00007830477,0.000005948023,0.008629587,0.001160892,0.00004005275,0.000002366167,0.003927786,0.000003270645,1.182351e-7,0.002830411,0.9832087,0.0001126121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03623724,0.7435256,0.001569617,0.1006594,0.0001744413,0.001256462,0.000007387556,0.0001591183,0.1164108],"genre_scores_gemma":[0.906634,0.08607321,0.002789335,0.002549358,0.0001073779,0.00004159566,0.000002449653,0.00001527131,0.001787414],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9787965,"threshold_uncertainty_score":0.9273191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06985306612797412,"score_gpt":0.3890883180114977,"score_spread":0.3192352518835236,"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."}}