{"id":"W2082909450","doi":"10.1002/2013jc009598","title":"Vertical diffusivity of the Western Arctic Ocean halocline","year":2014,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lamont-Doherty Earth Observatory, Columbia University; National Science Foundation","keywords":"Halocline; Geology; Canada Basin; Thermal diffusivity; Climatology; Water column; Oceanography; Arctic; Bathymetry; Arctic ice pack; Heat flux; Heat transfer; Mechanics","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":[0.0001458178,0.0002060237,0.0001274827,0.0007047054,0.0002200308,0.0005038881,0.000119588,0.000103658,0.0003935583],"category_scores_gemma":[0.0003647842,0.000146249,0.00009681729,0.0003903545,0.0001637992,0.0002163628,0.0002108264,0.00008292765,0.00009549092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000420735,"about_ca_system_score_gemma":0.0003238805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0296353,"about_ca_topic_score_gemma":0.03393083,"domain_scores_codex":[0.9999552,0.000006103104,0.000003397388,0.00001384613,0.000009964474,0.00001143169],"domain_scores_gemma":[0.9998197,0.00002506904,0.00006197514,0.00001130138,0.00006527757,0.0000166583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001877578,0.00001795246,0.9191114,0.00005265091,0.00009591869,0.00008915547,0.0004825738,0.003903763,0.06512131,0.0003232129,0.0002489024,0.01036534],"study_design_scores_gemma":[0.000003602961,0.00001137718,0.9926588,0.000008806482,0.00001152807,0.00003363658,0.00008766031,0.00417845,0.002556978,0.00004960357,0.0003911917,0.000008329544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991398,0.0001031643,0.00009719744,0.000006427628,0.000001332835,0.000001493188,0.0003454968,0.000006975195,0.0002981142],"genre_scores_gemma":[0.9994487,0.00005943018,0.00009997821,0.000001607861,0.000001397207,0.000002499123,0.0002766156,0.000002417776,0.0001072176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0296353,"threshold_uncertainty_score":0.05892563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02425745387677752,"score_gpt":0.2851306357505222,"score_spread":0.2608731818737447,"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."}}