{"id":"W4366990914","doi":"10.1029/2022jg007072","title":"Continental and Glacial Runoff Fingerprints in the Canadian Arctic Archipelago, the Inuit Nunangat Ocean","year":2023,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"University of British Columbia Graduate School; Natural Sciences and Engineering Research Council of Canada; Compute Canada","keywords":"Surface runoff; Arctic; Oceanography; Glacial period; Archipelago; Environmental science; Permafrost; Climate change; Streamflow; Biogeochemical cycle; Geology; Ecology; Drainage basin; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002661242,0.0003553058,0.0002028834,0.000900411,0.00138705,0.0008786718,0.0004898195,0.0002139838,0.0009047433],"category_scores_gemma":[0.000796602,0.0001675954,0.0003556928,0.001662591,0.0005226331,0.0002636724,0.0004658228,0.0002179904,0.00008926086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01112791,"about_ca_system_score_gemma":0.00554029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9864377,"about_ca_topic_score_gemma":0.9912181,"domain_scores_codex":[0.9998236,0.00002026308,0.000008440883,0.00005274088,0.00004308253,0.00005188703],"domain_scores_gemma":[0.9996158,0.00004593951,0.00005774814,0.00002796462,0.000175097,0.00007741171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001695835,0.00005130512,0.9851153,0.00003479854,0.0001222401,0.000120624,0.0007079111,0.003853017,0.004921526,0.0001822818,0.0005672716,0.004154023],"study_design_scores_gemma":[0.000004146322,0.000008462976,0.9966885,0.000004348061,0.00001625833,0.00001444604,0.0005219978,0.001975642,0.0002980953,0.00002029628,0.0004396977,0.000008043599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981109,0.00006375297,0.00003286407,0.00003310421,0.000001769424,0.000007947602,0.0009727071,0.000007394456,0.0007696413],"genre_scores_gemma":[0.9988717,0.00005615722,0.00008905362,0.00001575142,8.023947e-7,0.000006117925,0.0007359958,0.000003441031,0.000220941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01356232,"threshold_uncertainty_score":0.08073896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07165663748011018,"score_gpt":0.3193568342345817,"score_spread":0.2477001967544715,"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."}}