{"id":"W2122589484","doi":"10.14430/arctic401","title":"IPY 2007–08 and the Resurgence of Northern (& Polar) Research in Canada","year":2010,"lang":"en","type":"article","venue":"ARCTIC","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Polar; Foundation (evidence); Political science; Work (physics); Geography; Biology; Engineering; Law; Ecology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001604041,0.00004215229,0.00008161799,0.00002812243,0.00009647255,0.000007391836,0.0002585418,0.0000251834,0.001586205],"category_scores_gemma":[0.0005627685,0.00002867214,0.00001113075,0.0002193084,0.0006515522,0.00005628115,0.0002258177,0.0004260056,0.0001760707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001392337,"about_ca_system_score_gemma":0.0001878515,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9900064,"about_ca_topic_score_gemma":0.9995121,"domain_scores_codex":[0.9988512,0.0001922389,0.0001140071,0.0001428838,0.0003290854,0.0003705418],"domain_scores_gemma":[0.999135,0.0004757151,0.00002106148,0.0002568021,0.00001147917,0.00009991726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005338382,0.00001253135,0.9955482,0.000004119167,0.000002367241,0.000007347526,0.000151715,0.00001157625,0.002091215,0.00009024143,0.0005720399,0.001455222],"study_design_scores_gemma":[0.0002879691,0.00001447505,0.987446,0.000003480633,8.004901e-7,0.000009917294,0.00007744881,0.0001417414,0.0001279146,0.002065921,0.009785157,0.00003920087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940991,0.00006151613,5.925237e-7,0.001983853,0.00006986186,0.0001302837,0.000003771806,0.000001439051,0.003649541],"genre_scores_gemma":[0.9994916,0.00004779381,0.00004731229,0.00009262066,0.00001330971,0.00000852152,8.668991e-7,0.000003981945,0.0002939499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009505736,"threshold_uncertainty_score":0.9993265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02482132678572705,"score_gpt":0.2837305054618335,"score_spread":0.2589091786761064,"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."}}