{"id":"W2785736091","doi":"10.23865/arctic.v9.1120","title":"Review of Kristina Schönfeldt (ed.), The Arctic in International Law and Policy","year":2018,"lang":"en","type":"article","venue":"Arctic review on law and politics","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"International law; Political science; Arctic; Law; The arctic; Oceanography; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004137556,0.001366112,0.002144223,0.007586509,0.001084485,0.004028246,0.001272377,0.00294235,0.008842301],"category_scores_gemma":[0.0138805,0.0007504398,0.0008128897,0.008921822,0.001281633,0.004876303,0.002261098,0.00302179,0.005905681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002918629,"about_ca_system_score_gemma":0.01006016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009894294,"about_ca_topic_score_gemma":0.02545507,"domain_scores_codex":[0.9980348,0.0006488605,0.0002603351,0.000275345,0.0006468063,0.0001339758],"domain_scores_gemma":[0.9922075,0.003562145,0.0008453627,0.00018779,0.002732083,0.0004652119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005460098,0.00001175708,0.0001735767,0.01029668,0.00008736002,0.00006727748,0.0001752171,0.0001477302,0.0001324709,0.00359727,0.8630679,0.1221882],"study_design_scores_gemma":[0.0000123703,0.00001181838,0.0006497018,0.01165556,0.0000692881,0.0001572886,0.0001180338,0.0000220389,0.00004655365,0.001352078,0.9858897,0.00001559109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.00002683193,0.9813703,0.00004352266,0.00952044,0.008113537,0.000003365909,0.00004738233,0.000003148562,0.0008715003],"genre_scores_gemma":[0.0005288905,0.9864166,0.00006186479,0.004488839,0.006655083,0.00001123463,0.00007706676,0.000006315506,0.001754097],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.009894294,"threshold_uncertainty_score":0.02958041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03107332150373514,"score_gpt":0.3732527707041238,"score_spread":0.3421794492003886,"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."}}