{"id":"W2783035936","doi":"10.11867/j.issn.1001-8166.2003.03.0351","title":"ADVANCES IN STUDIES ON THE ARCTIC HALOCLINE","year":2003,"lang":"en","type":"article","venue":"Diqiu kexue jinzhan","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Halocline; Arctic; Canada Basin; Oceanography; Advection; Geology; Arctic sea ice decline; Climatology; Thermohaline circulation; The arctic; Sea ice; Arctic dipole anomaly; Structural basin; Arctic ice pack; Salinity; Drift ice; Paleontology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005324924,0.0001465355,0.0001804426,0.0000602764,0.000191052,0.00002652782,0.0001735815,0.00003782045,0.0005467133],"category_scores_gemma":[0.0005558936,0.0000857987,0.00004868109,0.0002703443,0.0001614034,0.0001691314,0.000007527162,0.000214757,0.0002626121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001073694,"about_ca_system_score_gemma":0.0000325724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001580334,"about_ca_topic_score_gemma":0.002553707,"domain_scores_codex":[0.9988822,0.0001416862,0.0002307097,0.0002273378,0.0002139916,0.0003040762],"domain_scores_gemma":[0.9989692,0.0006562205,0.00007213575,0.0002139697,0.00003240547,0.00005605843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005595784,0.00007804384,0.9217422,0.00006975933,0.00003637079,0.00006197465,0.001899141,0.007383011,0.000003566651,0.0356841,0.0002190102,0.03276689],"study_design_scores_gemma":[0.002644625,0.001584373,0.4959572,0.0008675109,0.0001223107,0.0001449096,0.05271162,0.02430641,0.0003533789,0.1708405,0.2485189,0.001948369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455334,0.003554397,0.00008877389,0.002327022,0.001049808,0.0002956082,0.00001903002,0.00004394188,0.04708802],"genre_scores_gemma":[0.9962062,0.001795166,0.000180595,0.00128081,0.00006720179,0.000003147063,0.00001300688,0.000004040021,0.0004497863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.425785,"threshold_uncertainty_score":0.5986127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095654024211867,"score_gpt":0.2513756389069205,"score_spread":0.2304190986648018,"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."}}