{"id":"W6890311274","doi":"10.34943/34506211-a40f-4714-804e-e43f6a0b750a","title":"CCGS John P. Tully Acoustic Doppler Current Profiler 75 kHz Deployed 2016-10-04","year":2016,"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); Coast guard; Doppler effect; Mooring; 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","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001217129,0.002518632,0.002033534,0.000136072,0.0009564001,0.0003565495,0.002857779,0.00173485,0.002798745],"category_scores_gemma":[0.0001969516,0.002134486,0.001242976,0.001146202,0.0006828344,0.0003706141,0.0009504006,0.00369919,0.0003480063],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005900773,"about_ca_system_score_gemma":0.01072664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2287551,"about_ca_topic_score_gemma":0.523594,"domain_scores_codex":[0.9881526,0.000505786,0.001759784,0.002631736,0.003122696,0.003827371],"domain_scores_gemma":[0.9917297,0.0006485808,0.001676265,0.003455939,0.0007877137,0.001701755],"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":[0.00009146622,0.0001825106,0.00004815436,0.000464401,0.0009839798,0.0001020279,0.00002608841,0.002312293,0.000005176432,0.000002071117,0.9952408,0.0005410503],"study_design_scores_gemma":[0.001774499,0.00006494204,0.000123242,0.001194266,0.001137718,0.00005055068,0.0000608297,0.002179354,0.000002668949,0.00001184524,0.9907432,0.00265693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004379693,0.007474896,0.0002547146,0.0002435276,0.00692555,0.002027055,0.9825121,0.0004756419,0.00004270725],"genre_scores_gemma":[0.000372492,0.004295952,0.00010863,0.001540178,0.00701316,0.0001140414,0.9815336,0.0009245026,0.004097396],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2948389,"threshold_uncertainty_score":0.9995611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009891230110979088,"score_gpt":0.2295788250096431,"score_spread":0.219687594898664,"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."}}