{"id":"W6946776332","doi":"10.34943/1d65cde6-070a-4bc5-97ab-08cb3a3e12cd","title":"Cambridge Bay Acoustic Doppler Current Profiler 1200 kHz Deployed 2017-09-14","year":2017,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acoustic Doppler current profiler; Bay; Current (fluid); Doppler effect; Buoy; Sound (geography); Underwater; Mooring","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","sts"],"consensus_categories":[],"category_scores_codex":[0.0003256662,0.0009408062,0.0007371801,0.00001760292,0.001703006,0.0001407895,0.001845919,0.0005407666,0.0008235119],"category_scores_gemma":[0.00004227867,0.0009250523,0.0004075011,0.0001412129,0.001082764,0.0002273484,0.002098026,0.001508217,0.0001834777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003084586,"about_ca_system_score_gemma":0.0001459894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2453214,"about_ca_topic_score_gemma":0.4067909,"domain_scores_codex":[0.9953324,0.00009846614,0.0004833708,0.001311376,0.001452378,0.001322049],"domain_scores_gemma":[0.9971123,0.0001161822,0.0006053241,0.001638365,0.00001644696,0.0005113439],"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":[0.000009301189,0.00008265253,0.02067661,0.00007896665,0.0001880001,0.00006060846,0.00002843724,0.003400947,0.000001469163,1.008616e-7,0.9752267,0.0002462301],"study_design_scores_gemma":[0.0004064531,0.00003277,0.04699315,0.00009234338,0.0003356365,0.00001327221,0.00008491793,0.0005347856,0.000001790864,8.958432e-7,0.9505053,0.0009986636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001727473,0.001409479,0.00004044918,0.0002296625,0.003512406,0.0009311768,0.9919307,0.00006580709,0.0001528295],"genre_scores_gemma":[0.002620286,0.00747842,0.0003223706,0.001389029,0.000917137,0.00002654541,0.9837573,0.00008842642,0.003400488],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1614695,"threshold_uncertainty_score":0.9995967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255053566971988,"score_gpt":0.2202408430062406,"score_spread":0.2076903073365207,"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."}}