{"id":"W2797320177","doi":"10.1525/elementa.186","title":"Observations of thermohaline sound-speed structure induced by internal waves and spice in the summer 2015 Canada Basin marginal ice zone","year":2018,"lang":"en","type":"article","venue":"Elementa Science of the Anthropocene","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internal wave; Spice; Geology; Temperature salinity diagrams; Speed of sound; Arctic; Spectral line; Advection; Acoustics; Environmental science; Climatology; Physics; Salinity; Oceanography","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":[0.0005670965,0.0001043187,0.0001307748,0.0000337317,0.0003326003,0.00002905018,0.0006498943,0.00002256813,0.0007069815],"category_scores_gemma":[0.00006011156,0.00005809814,0.00001893849,0.0005490828,0.001646466,0.0002410211,0.00007312628,0.0001237389,6.759716e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002118732,"about_ca_system_score_gemma":0.0002885038,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5149115,"about_ca_topic_score_gemma":0.4906238,"domain_scores_codex":[0.9986628,0.00006988983,0.0002521788,0.0001914118,0.000565867,0.0002577996],"domain_scores_gemma":[0.99937,0.00008142136,0.0001799812,0.0002418931,0.00008020553,0.00004647651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003154586,0.00002717238,0.9880901,0.00001058125,0.00001076889,0.000001097602,0.0007350169,0.00003662369,0.007885139,0.0001218883,0.001508406,0.001541643],"study_design_scores_gemma":[0.0002608108,0.0001383574,0.9871629,0.00002878385,0.00001549586,0.00001386426,0.003377442,0.004108427,0.004092863,0.000393896,0.0003104744,0.00009671188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951912,0.00004372877,0.00003511103,0.003801902,0.0002895998,0.0001273196,0.0001556245,0.000001763224,0.0003538006],"genre_scores_gemma":[0.9987499,0.00002286787,0.0004330998,0.0006921994,0.00004456714,1.457005e-7,0.00001611304,0.000001999829,0.00003910343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02428765,"threshold_uncertainty_score":0.7740952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01953667835337607,"score_gpt":0.2571863926682866,"score_spread":0.2376497143149105,"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."}}