{"id":"W7164157430","doi":"10.21966/1cgt-q249","title":"Acoustic Doppler Current Profiler Time Series from Fixed Platform on the British Columbia Central Coast (Provisional)","year":2019,"lang":"","type":"dataset","venue":"Hakai Institute","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acoustic Doppler current profiler; Current (fluid); Seabed; Series (stratigraphy); Doppler effect; West coast","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.001130049,0.002904086,0.003344262,0.000295747,0.00525865,0.01478521,0.005155851,0.001937431,0.06815191],"category_scores_gemma":[0.001339416,0.00344348,0.00127963,0.001389059,0.003300464,0.003639354,0.002257459,0.006317722,0.2113633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001887355,"about_ca_system_score_gemma":0.005450906,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07172932,"about_ca_topic_score_gemma":0.3934733,"domain_scores_codex":[0.9825525,0.000570875,0.003244838,0.004495303,0.004922209,0.004214275],"domain_scores_gemma":[0.9883867,0.0009154328,0.002665261,0.00567325,0.0009569932,0.001402382],"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":[0.00123183,0.001938072,0.0004384315,0.0007569242,0.001339461,0.0007678333,0.0001477324,0.002060307,0.0001767941,0.0000250187,0.9866752,0.004442402],"study_design_scores_gemma":[0.004259193,0.0006590047,0.01203551,0.009644745,0.001812935,0.0004633732,0.0001171717,0.002123858,0.00003295004,0.0001892208,0.9647357,0.003926352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03800169,0.001473062,0.00003348715,0.0001783289,0.02221692,0.009487824,0.9277827,0.0003496061,0.0004763698],"genre_scores_gemma":[0.005746189,0.002137949,0.0002262222,0.0007554828,0.003986344,0.0006950598,0.9782955,0.0006185637,0.007538706],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.321744,"threshold_uncertainty_score":0.999412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0273030484848371,"score_gpt":0.2458995624782116,"score_spread":0.2185965139933745,"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."}}