{"id":"W1999154090","doi":"10.1016/j.dsr.2011.05.001","title":"The Arctic Ocean halocline and its interannual variability from 1997 to 2008","year":2011,"lang":"en","type":"article","venue":"Deep Sea Research Part I Oceanographic Research Papers","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Sixth Framework Programme; European Commission; Woods Hole Oceanographic Institution; AXA Research Fund; National Science Foundation","keywords":"Halocline; Stratification (seeds); Geology; Oceanography; Arctic; Canada Basin; Temperature salinity diagrams; Climatology; Thermohaline circulation; Structural basin; Salinity; Environmental science; Geomorphology","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":[0.0003677752,0.0002495611,0.0001673169,0.001156901,0.0003238151,0.0005816424,0.0002246294,0.0003023504,0.0008482456],"category_scores_gemma":[0.001064907,0.000174307,0.0003090606,0.001477724,0.000161362,0.0003736618,0.0005053335,0.000324344,0.0003659188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008394019,"about_ca_system_score_gemma":0.0006655297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07858776,"about_ca_topic_score_gemma":0.1462433,"domain_scores_codex":[0.9998764,0.00001059372,0.0000147643,0.00003507332,0.00003046122,0.0000326756],"domain_scores_gemma":[0.9991124,0.0001152684,0.0003123978,0.00004367375,0.000330742,0.00008549968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004456946,0.00003488404,0.9758592,0.00009014279,0.0002639651,0.00009859526,0.0005331039,0.001538471,0.000946849,0.0002930034,0.00615084,0.01374521],"study_design_scores_gemma":[0.000004321687,0.00001291424,0.9929755,0.00002192034,0.00002596046,0.00005013534,0.0001353763,0.000340762,0.0001235754,0.00002839273,0.006276776,0.000004344991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822139,0.001254143,0.0001941461,0.0002636391,0.00007799632,0.000004404021,0.01344379,0.0000326427,0.00251525],"genre_scores_gemma":[0.982866,0.000822297,0.0002398522,0.00007511499,0.0000576021,0.00001616325,0.01384528,0.00001771616,0.002060071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07858776,"threshold_uncertainty_score":0.1562607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06512077130127901,"score_gpt":0.3102731482793488,"score_spread":0.2451523769780698,"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."}}