{"id":"W6909077546","doi":"10.34943/2c5b7e92-7714-434d-8dfe-f1bce3eb29d3","title":"Cape Bonavista Acoustic Doppler Current Profiler 2 MHz Deployed 2017-06-21","year":2019,"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); Bay; Doppler effect; Headland; Cape; Sound (geography)","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","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0009348869,0.002239876,0.001982644,0.0001031977,0.000717484,0.0004182273,0.002627956,0.001502579,0.0005898906],"category_scores_gemma":[0.0001070107,0.002269402,0.001062167,0.00109858,0.0004323401,0.0002679623,0.000902818,0.005053339,0.0003789218],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004890149,"about_ca_system_score_gemma":0.009105051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3137789,"about_ca_topic_score_gemma":0.6529063,"domain_scores_codex":[0.989491,0.0003920763,0.001466702,0.002458555,0.002983157,0.003208443],"domain_scores_gemma":[0.99252,0.0004757456,0.001506806,0.003693984,0.0005742559,0.001229178],"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":[0.00004734837,0.0001693334,0.0002105239,0.0008174277,0.0007987827,0.0001035057,0.00003331635,0.02903964,0.000002563976,0.000001725701,0.9687237,0.00005210271],"study_design_scores_gemma":[0.001159425,0.00004665133,0.0003557051,0.0005501796,0.001204575,0.00007574362,0.0001154912,0.01414805,4.525743e-7,0.000003896178,0.979912,0.002427763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001479291,0.006706329,0.0001114141,0.0001274776,0.006888372,0.002358961,0.9833378,0.000300267,0.00002143929],"genre_scores_gemma":[0.0008645747,0.001844682,0.00011387,0.001597424,0.003574196,0.00007658704,0.9892315,0.0007741799,0.001922981],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3391274,"threshold_uncertainty_score":0.9997937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01853364776265328,"score_gpt":0.2528887675592767,"score_spread":0.2343551197966234,"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."}}