{"id":"W6965338142","doi":"10.34943/df16f212-c5cd-4926-950d-1a19b8e7497b","title":"Barkley Upper Slope Acoustic Doppler Current Profiler 400 kHz Deployed 2021-03-26","year":2021,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acoustic Doppler current profiler; Current (fluid); Doppler effect; Acoustic Doppler velocimetry; Software deployment; Buoy","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":[],"category_scores_codex":[0.0005973455,0.0006712929,0.0006376108,0.00001777304,0.0007886626,0.0001171464,0.001294034,0.0006892683,0.006573116],"category_scores_gemma":[0.00007103931,0.0006204073,0.0003082854,0.0006544885,0.000510324,0.0001982193,0.0008215511,0.001828293,0.00009898086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001368645,"about_ca_system_score_gemma":0.001160162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1137097,"about_ca_topic_score_gemma":0.7333215,"domain_scores_codex":[0.9953949,0.0002143003,0.0005423989,0.001322161,0.001094257,0.001431963],"domain_scores_gemma":[0.9978774,0.0002753627,0.0002957493,0.0009246466,0.00003342586,0.0005934399],"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":[0.000006508955,0.00006940077,0.002109321,0.00003657497,0.00006679566,0.0001302013,0.00002722324,0.01815978,0.000002731285,7.175576e-7,0.9788401,0.0005506717],"study_design_scores_gemma":[0.0002423404,0.00002022648,0.006011115,0.0000818315,0.000138036,0.00005168656,0.00008174662,0.008317566,0.000002016469,0.000009280134,0.9842634,0.0007807901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002031125,0.001676986,0.0001309589,0.0006506852,0.006116158,0.0007114854,0.9883637,0.00007894451,0.0002399072],"genre_scores_gemma":[0.005093661,0.005306671,0.0002451449,0.0049243,0.001090326,0.00003961183,0.981633,0.00008421211,0.001583044],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6196118,"threshold_uncertainty_score":0.9996247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005784874447977495,"score_gpt":0.1977311833020688,"score_spread":0.1919463088540913,"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."}}