{"id":"W6927819027","doi":"10.34943/afdbc07f-6ec8-4a00-934a-77a12d54447e","title":"Saanich Inlet Sill Acoustic Doppler Current Profiler 300 kHz Deployed 2012-02-26","year":2013,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acoustic Doppler current profiler; Inlet; Sill; Current (fluid); Doppler effect; Echo sounding; Mooring; Sound (geography); Flow (mathematics)","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001005,0.002565642,0.002132084,0.0001267299,0.0008927017,0.0004732596,0.002845607,0.001940515,0.002239963],"category_scores_gemma":[0.0001401335,0.002508927,0.001045448,0.001455813,0.000529841,0.0005507513,0.001040285,0.005853023,0.000507543],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005006257,"about_ca_system_score_gemma":0.00690903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4323568,"about_ca_topic_score_gemma":0.8408481,"domain_scores_codex":[0.9883342,0.0005508604,0.001807361,0.002489378,0.003050041,0.003768096],"domain_scores_gemma":[0.991895,0.0005681922,0.001626827,0.003417242,0.0007725047,0.001720246],"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":[0.0000327009,0.0001804855,0.0001298565,0.0005543468,0.000957773,0.00005473992,0.00005579595,0.01264787,0.000003112544,0.000002494687,0.9850854,0.0002953863],"study_design_scores_gemma":[0.001191697,0.00006000369,0.0002911015,0.0004975761,0.001182863,0.00004979775,0.0001297511,0.01354815,0.000001533701,0.00001060232,0.980348,0.002688943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002421653,0.009650005,0.0001701903,0.0001942152,0.006828978,0.002874514,0.979396,0.0006298299,0.00001410825],"genre_scores_gemma":[0.001196239,0.0028647,0.0002220554,0.002469124,0.005106194,0.000168093,0.9859009,0.00119003,0.0008826067],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4084913,"threshold_uncertainty_score":0.9993552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01285188381763945,"score_gpt":0.2289112589956002,"score_spread":0.2160593751779608,"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."}}