{"id":"W4399983625","doi":"10.1029/2023jc020591","title":"The Mixed Layer Salinity Balance in the Western Arctic Ocean","year":2024,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Salinity; Mixed layer; Environmental science; Oceanography; Arctic; Balance (ability); The arctic; Climatology; Geology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002096725,0.000213473,0.0001287137,0.0006296799,0.0002423354,0.0007492497,0.0001056369,0.0001147357,0.0003844022],"category_scores_gemma":[0.0003021372,0.00008453321,0.0002257977,0.0005436562,0.0001340188,0.0003585585,0.0002437789,0.00008455941,0.00007582894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000565176,"about_ca_system_score_gemma":0.0005375888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1329408,"about_ca_topic_score_gemma":0.13408,"domain_scores_codex":[0.9999381,0.000009343242,0.000006674703,0.00001451285,0.00001956271,0.00001174361],"domain_scores_gemma":[0.9998612,0.000009520939,0.0000396217,0.000006502544,0.00006523611,0.00001790141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001436541,0.00002370578,0.9542789,0.00004322415,0.0002055541,0.0001515541,0.0002393971,0.01187292,0.01681031,0.0005421519,0.0003142578,0.01537449],"study_design_scores_gemma":[0.000006779217,0.00002709146,0.977322,0.00001622247,0.00005852257,0.00003162682,0.0002956036,0.01863303,0.001767565,0.0002018046,0.001626591,0.00001325945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975864,0.0002124369,0.0004392172,0.00004599255,0.00001169037,0.000002802807,0.0004868758,0.00001661618,0.001198082],"genre_scores_gemma":[0.9989988,0.0001039699,0.0003233686,0.00001093428,0.000006237682,0.000001408332,0.0003304277,0.000003256823,0.0002215864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1329408,"threshold_uncertainty_score":0.264334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04053798924583701,"score_gpt":0.3214401882655133,"score_spread":0.2809021990196763,"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."}}