{"id":"W6927627353","doi":"10.34943/1da8eb8c-e76a-4da6-b295-cd069eb17254","title":"Strait of Georgia Central Acoustic Doppler Current Profiler 150 kHz Deployed 2010-12-11","year":2010,"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); Mooring","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0007994926,0.001855062,0.001883822,0.0001023632,0.000477631,0.0001677746,0.002345552,0.001977664,0.001205071],"category_scores_gemma":[0.0001145287,0.001868381,0.001113922,0.0008027267,0.000800448,0.0002356995,0.0005673558,0.005559606,0.00001512397],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002443972,"about_ca_system_score_gemma":0.01115518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5679863,"about_ca_topic_score_gemma":0.9587884,"domain_scores_codex":[0.9902888,0.0002896457,0.001729948,0.00174627,0.002626181,0.00331915],"domain_scores_gemma":[0.9933405,0.0003394471,0.001840798,0.002536132,0.0005162158,0.001426938],"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":[0.00004727051,0.0003645257,0.0005630636,0.0007343953,0.0006874633,0.000045248,0.00006829665,0.01244583,0.00002504006,0.000003897047,0.9848643,0.0001506704],"study_design_scores_gemma":[0.001335748,0.00005190753,0.003516246,0.0004201226,0.001312005,0.00003820869,0.0001136071,0.00631098,0.00001042402,0.000007271987,0.9850844,0.001799067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00166963,0.001310798,0.000107063,0.0000794417,0.008608226,0.001733909,0.986291,0.000193418,0.00000653938],"genre_scores_gemma":[0.005875015,0.0007323617,0.0002795495,0.0003703515,0.003287614,0.0000318374,0.9885594,0.0005583091,0.0003056119],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3908021,"threshold_uncertainty_score":0.9997079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01033955553377084,"score_gpt":0.2214034932268809,"score_spread":0.21106393769311,"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."}}