{"id":"W4309707080","doi":"10.1080/2154896x.2022.2137089","title":"The politics of Arctic scales","year":2022,"lang":"en","type":"article","venue":"The Polar Journal","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Arctic; Framing (construction); Politics; Narrative; The arctic; Political science; Sociology; Geography; Oceanography; Law; Geology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001716039,0.00003959631,0.0000663028,0.00001980459,0.01041048,0.00003714297,0.000443306,0.00001003497,0.0001073746],"category_scores_gemma":[0.0002933946,0.00001969256,0.0000785696,0.0001198853,0.0007510831,0.00003212252,0.0001338623,0.0003398083,0.000005742922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000878645,"about_ca_system_score_gemma":0.0001518793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002039223,"about_ca_topic_score_gemma":0.0004510536,"domain_scores_codex":[0.9986104,0.0005621199,0.0001407351,0.0000342875,0.0003944891,0.0002579487],"domain_scores_gemma":[0.9992952,0.000385154,0.00012329,0.0000986568,0.00004182821,0.00005589502],"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":[0.00001490646,0.00004101776,0.01275653,0.00000359941,0.0001326623,0.000004765617,0.07763115,0.00002509609,0.00001855939,0.8676305,0.03828648,0.003454742],"study_design_scores_gemma":[0.00009930915,0.00004285525,0.01294657,0.000004837981,0.00002900687,0.00006407615,0.07370347,0.000007155149,0.000007377105,0.1356195,0.777423,0.00005279447],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1999373,0.01472651,0.0001617458,0.6847379,0.001950447,0.0002602695,0.00003757817,0.00003312782,0.09815509],"genre_scores_gemma":[0.9927087,0.0006520921,0.00002844529,0.0004273474,0.0005638404,0.000001925714,6.612065e-8,0.000004132125,0.005613493],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7927713,"threshold_uncertainty_score":0.9908778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0249305804371926,"score_gpt":0.3137269970123571,"score_spread":0.2887964165751645,"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."}}