{"id":"W6943534874","doi":"10.15493/dea.mims.15722023","title":"Raw ADCP Data for long-term observations of currents on the Prince Edward Island shelf at M1 (April 2024 - April 2025)","year":2024,"lang":"en","type":"dataset","venue":"SAEON Data Centre","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Circumpolar star; Current (fluid); Thermohaline circulation; Indian ocean; Ocean current; Circulation (fluid dynamics); Iceberg","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005098647,0.000496179,0.0005003316,0.00004922619,0.0003135184,0.0002192287,0.005319065,0.0002373811,0.006549398],"category_scores_gemma":[0.0003960795,0.0003231501,0.0001056783,0.0006071122,0.000252196,0.0005563099,0.001298503,0.0005118983,0.001292877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001049782,"about_ca_system_score_gemma":0.0003449007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004374918,"about_ca_topic_score_gemma":0.01871476,"domain_scores_codex":[0.9967731,0.0000876628,0.0005801121,0.001303518,0.000693652,0.0005619079],"domain_scores_gemma":[0.994552,0.0006379677,0.0003568761,0.004210221,0.00007902252,0.0001638955],"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":[0.0000730914,0.00006488446,0.04866315,0.001182648,0.0001859848,0.00001489247,0.00001675122,0.00002263608,1.753343e-7,0.000004796848,0.9463211,0.003449848],"study_design_scores_gemma":[0.000257035,0.00005621128,0.01505778,0.0007195825,0.0003934208,0.000004185869,0.00004835626,0.001407557,0.000001894606,0.00007418531,0.9816172,0.000362633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001108378,0.007929994,0.00002225055,0.001121115,0.002738627,0.000757346,0.9861604,0.00003633159,0.0001255591],"genre_scores_gemma":[0.0002851684,0.008776817,0.0001560314,0.0003096566,0.0005434828,0.000003439651,0.9880576,0.00001499561,0.001852842],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03529602,"threshold_uncertainty_score":0.999922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05837607650469892,"score_gpt":0.2785224764342023,"score_spread":0.2201463999295034,"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."}}