{"id":"W6965095953","doi":"10.34943/29166f16-95c5-4a33-9df6-178e37515458","title":"Saanich Inlet Sill Acoustic Doppler Current Profiler 300 kHz Deployed 2021-04-19","year":2022,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acoustic Doppler current profiler; Inlet; Sill; Current (fluid); Doppler effect; Sound (geography); Echo sounding; Acoustic Doppler velocimetry","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":[0.00064131,0.001075647,0.0006205974,0.001866991,0.0006708362,0.0009366387,0.001562059,0.0008817708,0.02062381],"category_scores_gemma":[0.001968248,0.000331532,0.0004385808,0.003120151,0.0002961976,0.0005797244,0.0009392482,0.0008521233,0.02915756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001999898,"about_ca_system_score_gemma":0.003402543,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2481431,"about_ca_topic_score_gemma":0.4294917,"domain_scores_codex":[0.9995435,0.00004847236,0.00003300894,0.0001176835,0.0001637227,0.00009360996],"domain_scores_gemma":[0.9989039,0.0001210037,0.00008261127,0.000213478,0.0005617631,0.0001171618],"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":[0.00005784795,0.00001975135,0.003956506,0.0002825703,0.00002531402,0.00005042202,0.00005053688,0.0006776098,0.0003026619,0.0005565882,0.9899381,0.004082166],"study_design_scores_gemma":[0.00008562741,0.00001550597,0.01655754,0.0002016572,0.00001531512,0.00004305305,0.000229629,0.001091402,0.0005863657,0.0007408131,0.9804003,0.00003281606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004934784,0.00002583296,0.00009410902,0.00003890392,0.00001624985,0.000009947009,0.9978589,0.0001837497,0.001278728],"genre_scores_gemma":[0.001029451,0.00002191054,0.0003265151,0.0000188073,0.000003668252,0.00003267922,0.9976448,0.00003215868,0.0008899791],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7518569,"threshold_uncertainty_score":0.4933975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00845284218044516,"score_gpt":0.1988407908632561,"score_spread":0.190387948682811,"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."}}