{"id":"W2407708089","doi":"10.1515/9781400865963","title":"The Arctic Guide","year":2016,"lang":"en","type":"book","venue":"Princeton University Press eBooks","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Geography; The arctic; Oceanography; Geology","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":[0.0003943599,0.000202747,0.0002318168,0.00005003384,0.002744923,0.00006031405,0.000985763,0.000247334,0.00003037222],"category_scores_gemma":[0.0001037138,0.0001397971,0.0001690604,0.00001073187,0.001930185,0.00006175725,0.0005569034,0.0002873184,0.00005428395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006830583,"about_ca_system_score_gemma":0.0008989194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003787937,"about_ca_topic_score_gemma":0.002125683,"domain_scores_codex":[0.9984339,0.0002106202,0.0001464903,0.0003021265,0.0004221398,0.0004847056],"domain_scores_gemma":[0.9985767,0.0005185404,0.0002131872,0.0004059268,0.0001281159,0.000157532],"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":[0.00001514241,0.000002375698,0.00001353442,0.00001473052,0.00009562279,0.00001501909,0.001932301,3.386383e-8,1.591459e-7,0.7964525,0.1946787,0.006779873],"study_design_scores_gemma":[0.0001578391,0.00001016478,0.00003299537,0.0001134355,0.00007476732,5.805438e-7,0.0005036948,1.685322e-7,0.000002449365,0.005849205,0.9930495,0.0002052145],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001068507,0.0002074154,0.00005862423,0.002532851,0.0003437602,0.0003313591,0.00003192044,0.000119776,0.9963732],"genre_scores_gemma":[0.0003199213,0.002604211,0.00004079886,0.0001022262,0.0006647095,0.000001402898,0.00000110777,0.0000180152,0.9962476],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7983708,"threshold_uncertainty_score":0.9985534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03011142311125543,"score_gpt":0.2704264988368136,"score_spread":0.2403150757255582,"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."}}