{"id":"W6946673315","doi":"10.34943/ae4459d8-1148-41a3-a2bb-bd8cd4317c65","title":"Fraser River Delta Upper Slope Acoustic Doppler Current Profiler 300 kHz Deployed 2016-05-03","year":2016,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acoustic Doppler current profiler; Current (fluid); Doppler effect; Sound (geography); Delta; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002499544,0.0007748084,0.000555485,0.00001778768,0.0005084201,0.0001019953,0.001007166,0.0005762329,0.08116262],"category_scores_gemma":[0.00003028053,0.0006169985,0.0003938751,0.0003552381,0.0005482694,0.0001906793,0.0006898115,0.0009212304,0.0003134346],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004001545,"about_ca_system_score_gemma":0.0004183035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1295396,"about_ca_topic_score_gemma":0.4488668,"domain_scores_codex":[0.9957981,0.00009945736,0.0005459817,0.001042588,0.001171852,0.001342063],"domain_scores_gemma":[0.9978462,0.000114607,0.0003523366,0.00100989,0.00005295345,0.0006239873],"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":[0.00001361518,0.00007750924,0.0008642598,0.00004875724,0.00008700783,0.00002031384,0.00002025317,0.0002708616,0.000001843303,0.000002205862,0.9980013,0.0005921101],"study_design_scores_gemma":[0.0006109948,0.00002286281,0.003057688,0.0001112401,0.0001598422,0.000006774933,0.0001753426,0.0003070023,0.00000292808,0.000005919064,0.9946806,0.0008588345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007404088,0.0008034582,0.0001494875,0.0004471365,0.002928047,0.0006378302,0.9939742,0.00007830744,0.0002411249],"genre_scores_gemma":[0.001571121,0.005258929,0.00002652283,0.00386785,0.0008703357,0.00004021381,0.9865933,0.00009103442,0.001680697],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3193272,"threshold_uncertainty_score":0.9998219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116188333873796,"score_gpt":0.2193505907495355,"score_spread":0.2077317573621559,"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."}}