{"id":"W2215631426","doi":"","title":"RRS Discovery Cruise DY031, 28 May - 18 Jun 2015, Southampton to Liverpool. The 40th Anniversary Extended Ellett Line","year":2015,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oceanography; Ocean gyre; Hydrography; Geology; Trough (economics); Water mass; Cruise; Bathymetry; Fishery; Subtropics","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":[0.0007380177,0.001000183,0.0005043384,0.001488973,0.0008805345,0.001638425,0.0007277206,0.0006080649,0.1417442],"category_scores_gemma":[0.001395409,0.0004069118,0.0003170242,0.001446519,0.0004494686,0.001293754,0.00234365,0.000794849,0.07223802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001596918,"about_ca_system_score_gemma":0.00276489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07798777,"about_ca_topic_score_gemma":0.1796881,"domain_scores_codex":[0.9994636,0.00004082776,0.00003087035,0.0001570222,0.0002167925,0.00009079881],"domain_scores_gemma":[0.9994899,0.00002275672,0.00007264725,0.00005578303,0.0002431654,0.0001156453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003751111,0.00001644912,0.003899011,0.000305225,0.00003317747,0.0002095277,0.0001783354,0.0001734938,0.001248614,0.0009228224,0.9476058,0.04503222],"study_design_scores_gemma":[0.00002745011,0.00005595428,0.03001706,0.0001515733,0.00001109278,0.00005261955,0.0001941505,0.0001438345,0.0006407019,0.0003854345,0.9683002,0.00001992752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.02927584,0.004835825,0.004335902,0.006267502,0.004402362,0.0007279541,0.5337347,0.005509957,0.41091],"genre_scores_gemma":[0.05093386,0.001963272,0.004362004,0.0009157765,0.0005206197,0.0004808525,0.3205428,0.002105179,0.6181755],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1417442,"threshold_uncertainty_score":0.4741814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05647614800946509,"score_gpt":0.305692055011493,"score_spread":0.2492159070020279,"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."}}