{"id":"W6931560613","doi":"10.5285/3a1e1bde-f356-c7f5-e063-7086abc04c0b","title":"Moored Acoustic Doppler Current Profiler (ADCP) and hydrographic measurements from the RAPID WAVE Scotian Line 2008-2014.","year":2025,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acoustic Doppler current profiler; Hydrography; Mooring; Current (fluid); Buoy; Hydrographic survey; Current meter; Instrumentation (computer programming)","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","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001184629,0.001808484,0.001205505,0.0003582055,0.0006207055,0.0003939069,0.005198082,0.0007315666,0.005117994],"category_scores_gemma":[0.0000975387,0.001462189,0.0001820208,0.0008005014,0.000578812,0.0009314882,0.008299962,0.002194555,0.003265662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004590548,"about_ca_system_score_gemma":0.0001860496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006538118,"about_ca_topic_score_gemma":0.01194014,"domain_scores_codex":[0.9905943,0.0009299332,0.001277618,0.003391762,0.002531558,0.001274863],"domain_scores_gemma":[0.9888649,0.000345797,0.0008457841,0.009374061,0.00003888943,0.0005305903],"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":[0.0002042866,0.001005626,0.0005899429,0.0004312833,0.0008557716,0.00002652904,0.00006072435,0.00004865965,0.003208131,9.012951e-8,0.9909375,0.00263144],"study_design_scores_gemma":[0.002530844,0.00008681463,0.01007492,0.0008688513,0.002607286,0.00002779612,0.0001801504,0.001434736,0.000100964,0.00001214485,0.9806272,0.00144829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002080854,0.01928123,0.000008892924,0.0005009843,0.001619196,0.002883129,0.9734699,0.0001293779,0.00002646038],"genre_scores_gemma":[0.001266352,0.01055103,0.0002392938,0.002362058,0.0008826269,0.0002864825,0.9841642,0.0002083052,0.00003962407],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01069435,"threshold_uncertainty_score":0.9997207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0642334911586357,"score_gpt":0.2716015768336509,"score_spread":0.2073680856750152,"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."}}