{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000671696,0.0004300784,0.0004034873,0.002269374,0.00178121,0.001744738,0.001069315,0.001071903,0.001853395],"category_scores_gemma":[0.002212047,0.0003430363,0.001070092,0.006839676,0.0007321712,0.0008445483,0.0009326142,0.0009626178,0.0002595997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02033884,"about_ca_system_score_gemma":0.02535765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.994099,"about_ca_topic_score_gemma":0.997842,"domain_scores_codex":[0.9994717,0.00002081295,0.00005673957,0.00009377908,0.000112616,0.0002443404],"domain_scores_gemma":[0.9981927,0.00007353811,0.0004365538,0.0000433084,0.0009224313,0.0003313828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002182743,0.0000287339,0.9894889,0.00008106142,0.0001574906,0.0001014484,0.0006465359,0.0006307891,0.000201936,0.0001655095,0.002866833,0.005412507],"study_design_scores_gemma":[0.000002343865,0.000004267313,0.9965609,0.00002187137,0.00002682156,0.00002196785,0.0005954286,0.0002118073,0.00005046265,0.00001149672,0.002484814,0.000007868222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683309,0.002896758,0.0001199188,0.001380746,0.00009990355,0.00001629087,0.02388958,0.0000237009,0.003242346],"genre_scores_gemma":[0.9851487,0.001568264,0.0001603837,0.0002143543,0.00003814362,0.00001172488,0.0104319,0.000007641335,0.002418854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02033884,"threshold_uncertainty_score":0.1475692,"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."}}