{"id":"W6965330383","doi":"10.34943/f972a4d1-e294-4989-a0e7-fdf6b25965d1","title":"Boundary Pass Acoustic Doppler Current Profiler 2 MHz Deployed 2016-10-26","year":2017,"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; Current (fluid); Doppler effect; Boundary (topology); Buoy; Measure (data warehouse); Boundary current","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001153226,0.002217117,0.001930676,0.00009168272,0.002509336,0.001027346,0.003670308,0.001602774,0.001033928],"category_scores_gemma":[0.0002020473,0.002192102,0.001128151,0.0004982646,0.001025418,0.0004263017,0.001119153,0.004704843,0.0003007451],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004822447,"about_ca_system_score_gemma":0.01671363,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3482113,"about_ca_topic_score_gemma":0.7732561,"domain_scores_codex":[0.9899148,0.0003884124,0.001369379,0.002300988,0.002801959,0.003224434],"domain_scores_gemma":[0.9907667,0.0003743233,0.002127552,0.004693552,0.0006174138,0.001420444],"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":[0.00006948878,0.0001652195,0.00007771382,0.0005614644,0.001003822,0.0001117809,0.00002365785,0.004194961,0.000001662988,4.684683e-7,0.9933956,0.0003942079],"study_design_scores_gemma":[0.001185104,0.00005039727,0.0004548181,0.0008102396,0.001282281,0.00004835671,0.00005202091,0.004642384,5.188011e-7,0.00001005707,0.9890913,0.002372497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004953961,0.008772519,0.00009659975,0.0001786994,0.008944982,0.001751796,0.979658,0.0005155548,0.00003231735],"genre_scores_gemma":[0.0003576117,0.002574767,0.000117242,0.001005855,0.006354534,0.0001327218,0.9856884,0.0009784611,0.002790419],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4250448,"threshold_uncertainty_score":0.9998792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01374405492021644,"score_gpt":0.2597259123952342,"score_spread":0.2459818574750177,"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."}}