{"id":"W2596746469","doi":"","title":"Geographical Patterns of Sea-Ice Retreat in the Transition to a Seasonally Ice-Free Arctic","year":2015,"lang":"en","type":"article","venue":"2015 AGU Fall Meeting","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Arctic ice pack; Sea ice; Oceanography; Geology; Arctic; Climatology; Cryosphere; Antarctic sea ice; Arctic sea ice decline; Physical geography; Drift ice; Ice-albedo feedback; Geography","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":[0.0003760226,0.0001020272,0.0001474555,0.001369693,0.0003986472,0.0007962837,0.0003137074,0.0002992044,0.001503637],"category_scores_gemma":[0.001414786,0.0001173041,0.0002886197,0.001858605,0.0005992987,0.0004881856,0.0007743266,0.0002859996,0.0001966722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005824887,"about_ca_system_score_gemma":0.0004198902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05193998,"about_ca_topic_score_gemma":0.08632489,"domain_scores_codex":[0.9998143,0.00004718834,0.0000234539,0.00003970771,0.00001876522,0.00005658596],"domain_scores_gemma":[0.9988495,0.0001807765,0.0005326757,0.0000427076,0.0001924176,0.0002018701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005056127,0.00002178721,0.9923219,0.00002571863,0.00006235415,0.0001931744,0.002386315,0.0002605491,0.0008214785,0.0002401853,0.0002188322,0.002942023],"study_design_scores_gemma":[0.000001682073,0.00001600772,0.9980344,0.000004974647,0.000004746199,0.00004344627,0.001607188,0.00006239038,0.0000266351,0.00002180948,0.0001743395,0.000002309335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992913,0.0001191315,0.00001279589,0.00004720195,0.000001865396,0.000001374623,0.0001828435,0.000001553322,0.0003418848],"genre_scores_gemma":[0.999541,0.00009120968,0.0000188424,0.000005699681,0.000002802961,0.000001859746,0.0002230914,0.000001066528,0.0001143996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05193998,"threshold_uncertainty_score":0.1032753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0345812782042498,"score_gpt":0.3106495877891255,"score_spread":0.2760683095848757,"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."}}