{"id":"W2074176559","doi":"10.1007/s10584-013-1038-3","title":"Changing sea ice conditions and marine transportation activity in Canadian Arctic waters between 1990 and 2012","year":2014,"lang":"en","type":"article","venue":"Climatic Change","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":186,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada; University of Ottawa","funders":"Goddard Space Flight Center","keywords":"Sea ice; Arctic; Environmental science; Arctic ice pack; Oceanography; Arctic sea ice decline; Physical geography; Climatology; Geography; Drift ice; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002972609,0.00009893347,0.0001496948,0.0001647415,0.0001630709,0.00002542556,0.00004402909,0.00004967136,0.000271339],"category_scores_gemma":[0.00001928917,0.00009069928,0.00001458748,0.0001301194,0.00007479242,0.0003011358,0.000004706296,0.0001104868,0.00001771736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001530832,"about_ca_system_score_gemma":0.00001927347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.339538,"about_ca_topic_score_gemma":0.7298888,"domain_scores_codex":[0.9992496,0.00004128259,0.0001128477,0.0001554178,0.00007901462,0.0003618592],"domain_scores_gemma":[0.9995055,0.0001547088,0.00004011566,0.00007447384,0.000010853,0.000214358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002882963,0.000003273003,0.9748054,0.0001374526,0.000005586958,0.00000375352,0.001921672,0.000005808565,0.000001259455,0.00007107863,0.000003129883,0.02303867],"study_design_scores_gemma":[0.0001982866,0.0000374969,0.9821777,0.00005117067,0.00002864574,0.000004756192,0.0004082983,0.01604302,0.000001134146,0.000733048,0.0002019333,0.0001145531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976647,0.00001579525,0.00009244612,0.00123853,0.00006735931,0.0001871221,0.000205304,0.00001192557,0.000516851],"genre_scores_gemma":[0.9987182,0.00007341534,0.0001809997,0.0002833082,0.00008043971,0.000004308741,0.0006227277,0.00000379328,0.0000327762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3903508,"threshold_uncertainty_score":0.6648601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02044035229420873,"score_gpt":0.2211965768201781,"score_spread":0.2007562245259693,"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."}}