{"id":"W1539893505","doi":"","title":"Kobalenko, \"Arctic Eden: Journeys Through The Changing High Arctic\"","year":2014,"lang":"en","type":"article","venue":"The Trumpeter","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Arctic; Indigenous; The arctic; Archipelago; Photography; History; Geography; Visual arts; Oceanography; Archaeology; Art; Geology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001228527,0.0001558269,0.0001836689,0.00003192848,0.002833152,0.0001159689,0.0006212062,0.00006401657,0.0007452361],"category_scores_gemma":[0.0003683059,0.00007511292,0.0001300461,0.0002744507,0.0009825933,0.000162476,0.0001835945,0.000259776,0.0004715231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008002298,"about_ca_system_score_gemma":0.00004116195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005827371,"about_ca_topic_score_gemma":0.00155674,"domain_scores_codex":[0.9979891,0.0005480436,0.00018478,0.0001913605,0.0004108305,0.0006759427],"domain_scores_gemma":[0.9987335,0.0006424499,0.0001093003,0.0003993845,0.00004894394,0.00006640704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002203515,0.00003814861,0.00239928,0.00002677178,0.0001658952,0.000002885669,0.2716193,0.00001126938,0.000007335767,0.6988934,0.02055349,0.006260247],"study_design_scores_gemma":[0.0003888623,0.00007021401,0.01428606,0.00008222368,0.0001394437,0.00001200381,0.03540149,0.00003885716,0.00003019153,0.1526128,0.7966139,0.0003239575],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04833192,0.0005289732,0.001146435,0.6634752,0.002039473,0.0005655611,0.000005496575,0.0001782937,0.2837286],"genre_scores_gemma":[0.9751684,0.0002351033,0.0001540659,0.008615645,0.002621834,0.00002698262,5.661576e-7,0.00001804232,0.01315936],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9268365,"threshold_uncertainty_score":0.998465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02675926395513314,"score_gpt":0.2991534105617387,"score_spread":0.2723941466066055,"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."}}