{"id":"W6965431621","doi":"10.34943/95925228-eb0f-4571-9220-3d5e05e72d41","title":"Main Endeavour Field Acoustic Doppler Current Profiler 600 kHz Deployed 2017-06-17","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; Buoy; Field (mathematics); Software deployment","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"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001150931,0.001915238,0.001687639,0.00008861228,0.001619016,0.0005844021,0.003507803,0.001757843,0.0007028899],"category_scores_gemma":[0.0003027541,0.001923516,0.001030879,0.0003780983,0.0003795934,0.0002985541,0.0009555899,0.005306063,0.0001191774],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002969523,"about_ca_system_score_gemma":0.007246235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3278782,"about_ca_topic_score_gemma":0.8409065,"domain_scores_codex":[0.9912307,0.0003332099,0.001187977,0.002029879,0.002289429,0.002928837],"domain_scores_gemma":[0.991714,0.0006316043,0.001744843,0.004355384,0.0003319534,0.0012222],"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":[0.00004798992,0.0001230181,0.0001566757,0.0003923445,0.0007626131,0.0002614429,0.00003709262,0.005018266,0.000001726212,0.000001731148,0.9930238,0.0001732603],"study_design_scores_gemma":[0.001053657,0.00005303536,0.0002487036,0.0006205355,0.0009593848,0.00008502117,0.0001076368,0.005806662,0.000001769877,0.00001475608,0.9890149,0.002033887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005421473,0.003252126,0.0002802597,0.0003418613,0.005888326,0.0015744,0.9882964,0.0002479609,0.00006442882],"genre_scores_gemma":[0.001664822,0.00188649,0.0001749628,0.002249702,0.005715141,0.00007407231,0.9849088,0.0004757039,0.002850312],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5130283,"threshold_uncertainty_score":0.9996808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01786813688991726,"score_gpt":0.27048338241145,"score_spread":0.2526152455215327,"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."}}