{"id":"W6908885140","doi":"10.34943/be1caa84-836f-4670-bc27-3e814c4178bc","title":"Juan de Fuca Strait Acoustic Doppler Current Profiler 2 MHz Deployed 2014-05-13","year":2014,"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; Sound (geography); Pacific ocean; Doppler frequency; Ocean 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","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001412591,0.002104538,0.001775558,0.0001029432,0.0008403293,0.0003768322,0.002458135,0.001567886,0.0007467152],"category_scores_gemma":[0.00012509,0.002160252,0.001036091,0.000814211,0.0005027152,0.00020954,0.0005720305,0.004845395,0.0001050919],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004848418,"about_ca_system_score_gemma":0.008677608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4193284,"about_ca_topic_score_gemma":0.871164,"domain_scores_codex":[0.9898959,0.0006092422,0.001410187,0.002095865,0.002384678,0.003604157],"domain_scores_gemma":[0.9933013,0.0004907889,0.001353003,0.002689049,0.0004317454,0.001734104],"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":[0.00004205077,0.0001585296,0.0001386219,0.0007091162,0.0007254189,0.00004780465,0.00004168883,0.0502493,0.000004473021,0.000002893578,0.9476167,0.0002634106],"study_design_scores_gemma":[0.001127232,0.0000731618,0.0005448299,0.0004865157,0.001268394,0.00007446435,0.000100018,0.02004789,0.000001403265,0.00001607901,0.9740664,0.002193597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002512584,0.002681477,0.0008171118,0.0001597005,0.005020559,0.001591843,0.9890425,0.0004214372,0.00001406987],"genre_scores_gemma":[0.002424267,0.001479264,0.0003402657,0.002281144,0.005921511,0.0001131596,0.9863139,0.0007983503,0.0003280911],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4518356,"threshold_uncertainty_score":0.9997283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008921573902150277,"score_gpt":0.2321681474570525,"score_spread":0.2232465735549022,"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."}}