{"id":"W4400416135","doi":"10.1139/as-2024-0003","title":"Stable isotopes of landfast sea ice as a record of La Grande River under-ice plume dispersal","year":2024,"lang":"en","type":"article","venue":"Arctic Science","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Sea ice; Biological dispersal; Oceanography; Plume; Geology; Ice shelf; Antarctic sea ice; Arctic ice pack; Physical geography; Cryosphere; Geography; Meteorology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008817007,0.0001364637,0.0002084682,0.0001574962,0.0001770932,0.00008066519,0.0004920114,0.0000481914,0.0009802385],"category_scores_gemma":[0.0001874824,0.0001044693,0.0000753778,0.0009622683,0.001479788,0.0006293983,0.00005251731,0.000172328,0.0001344887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001449109,"about_ca_system_score_gemma":0.0004273521,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01966968,"about_ca_topic_score_gemma":0.001166991,"domain_scores_codex":[0.9983085,0.00005850957,0.0002665599,0.0003815843,0.0006007219,0.0003841664],"domain_scores_gemma":[0.9988116,0.0006107476,0.00008398146,0.0002449761,0.0001016024,0.0001471055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001389018,0.00007606998,0.9195863,0.0005043902,0.00007312805,0.00006119587,0.006707949,0.002131128,0.001152471,0.01371134,0.0001418764,0.05571525],"study_design_scores_gemma":[0.0008554818,0.000834079,0.7227769,0.0008993967,0.000197151,0.0003102661,0.006528315,0.2302694,0.001136948,0.02722374,0.008191024,0.0007771784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769581,0.0001545239,0.001794079,0.0004377966,0.000476514,0.000128939,0.00006392167,0.00003835348,0.0199478],"genre_scores_gemma":[0.9970186,0.0001782886,0.001953559,0.0001284107,0.00004211943,8.022549e-7,0.000009368428,0.000004566007,0.000664306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2281383,"threshold_uncertainty_score":0.999933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089463440955464,"score_gpt":0.2291476856835771,"score_spread":0.2182530512740225,"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."}}