{"id":"W2186738344","doi":"10.1657/1938-4246-45.1.153","title":"The State of the Poles: Climate Lessons from the International Polar Year. By Christian Bjørnoes and Pål Prestrud","year":2013,"lang":"en","type":"article","venue":"Arctic Antarctic and Alpine Research","topic":"Diverse Historical and Scientific Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Polar; State (computer science); Political science; Physical geography; Geography; Physics; Mathematics; Astronomy","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":[0.0005464933,0.00008817876,0.00010672,0.00002363099,0.001636932,0.0003735978,0.0003996577,0.00001401076,0.0004668334],"category_scores_gemma":[0.0002058883,0.00003780695,0.0000408093,0.00005739505,0.00227915,0.0001179473,0.0004915611,0.0002369362,0.00004226034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002720886,"about_ca_system_score_gemma":0.0000286105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03096848,"about_ca_topic_score_gemma":0.00140342,"domain_scores_codex":[0.9987273,0.0001231864,0.0001653352,0.0001996798,0.0004968105,0.0002876839],"domain_scores_gemma":[0.9987242,0.0007155479,0.00005507923,0.0002250672,0.0002217567,0.00005830258],"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":[0.0001354587,0.0002683318,0.06193778,0.0001282564,0.0006435645,0.000004177929,0.09423186,9.550133e-7,0.001041637,0.1862346,0.6171439,0.03822945],"study_design_scores_gemma":[0.0004642632,0.0001014462,0.06676048,0.0001207849,0.00003761228,0.000002684954,0.04711168,0.0002003445,0.00006585304,0.02711752,0.8578606,0.0001567036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.918945,0.004881368,0.000002800873,0.06711221,0.0008537038,0.0004139218,0.0003833541,0.00001498169,0.007392712],"genre_scores_gemma":[0.985808,0.002969935,0.000008460247,0.0001485568,0.000156244,0.00001844431,0.000006134588,0.000006607175,0.01087765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2407167,"threshold_uncertainty_score":0.9996628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05178224299385273,"score_gpt":0.2803726280529732,"score_spread":0.2285903850591205,"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."}}