{"id":"W4220663929","doi":"10.5194/egusphere-egu22-10044","title":"Sea ice import affects Beaufort Gyre freshwater adjustment","year":2022,"lang":"en","type":"preprint","venue":"","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; University of Alberta","funders":"","keywords":"Ocean gyre; Sea ice; Oceanography; Climatology; Environmental science; Shutdown of thermohaline circulation; Geology; Arctic ice pack; Ocean current; Thermohaline circulation; Fishery; North Atlantic Deep Water","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":[0.0002572087,0.0003430412,0.0002590587,0.0001437064,0.0002803956,0.0006655336,0.0002355408,0.0003594833,0.001122855],"category_scores_gemma":[0.001045189,0.0001420225,0.0004706828,0.0001346597,0.0003864442,0.0003202833,0.0003063704,0.0003193905,0.00008781144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005162444,"about_ca_system_score_gemma":0.0003596065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02448714,"about_ca_topic_score_gemma":0.01512274,"domain_scores_codex":[0.9999005,0.00002479453,0.000005635341,0.00003481589,0.000009499146,0.0000247377],"domain_scores_gemma":[0.9996974,0.0001188208,0.00005298204,0.00004955056,0.00003110551,0.00005010688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007666282,0.0002083795,0.164019,0.00007068537,0.0002511026,0.000346429,0.0002315839,0.7664993,0.05792289,0.001161411,0.001083789,0.007438902],"study_design_scores_gemma":[0.0001637104,0.0006049415,0.4043473,0.00001731967,0.0001256857,0.00008750927,0.0002558908,0.5805961,0.01184146,0.0006011743,0.001305023,0.00005373262],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989207,0.00001556236,0.0002046029,0.00003997609,0.000005759227,0.000001577312,0.00006186754,0.00002943915,0.0007206048],"genre_scores_gemma":[0.9997169,0.000007574113,0.0001049849,0.00001151586,0.00000192608,0.000002226337,0.00006555134,0.000007393623,0.00008189901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02448714,"threshold_uncertainty_score":0.04868919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264362639670577,"score_gpt":0.2222514759752994,"score_spread":0.2096078495785937,"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."}}