{"id":"W6927600759","doi":"10.34943/be3d0126-f041-49f4-aee0-779548001145","title":"Barkley Upper Slope Vertical Profiler Instrument Package Deployed 2021-03-26","year":2021,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seafloor spreading; Profiling (computer programming); Quality assurance; Wind profiler; Mobile device; Virtual instrument","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":[0.0008253951,0.001822275,0.001793924,0.00006919424,0.0007671182,0.0004783693,0.001691919,0.001793921,0.002755299],"category_scores_gemma":[0.0002024145,0.001858771,0.001135188,0.001443959,0.0004532439,0.0002494843,0.00114507,0.004202025,0.0001921757],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005172159,"about_ca_system_score_gemma":0.009103223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2870997,"about_ca_topic_score_gemma":0.6690773,"domain_scores_codex":[0.9898354,0.0006498994,0.00142471,0.002287425,0.002865923,0.002936647],"domain_scores_gemma":[0.9941971,0.0003657871,0.0004059915,0.003033629,0.0004408084,0.001556686],"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":[0.00005804405,0.0002004998,0.0003401864,0.0002157453,0.001467306,0.0006594617,0.00003295805,0.0008554467,0.000005794796,0.000008570019,0.9958808,0.0002751592],"study_design_scores_gemma":[0.001261738,0.00005658638,0.0005311305,0.0004544411,0.000787825,0.00005987083,0.0003408419,0.002582782,0.00002846856,0.00000461777,0.9919418,0.001949906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007498699,0.002232834,0.00002922737,0.0005548937,0.00365156,0.001206895,0.9912716,0.0002287824,0.00007432737],"genre_scores_gemma":[0.001519862,0.001512234,0.0004166624,0.004692985,0.002799705,0.00008526559,0.9876496,0.0007676233,0.0005560911],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3819776,"threshold_uncertainty_score":0.9995019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009003240676428206,"score_gpt":0.2120371711070262,"score_spread":0.203033930430598,"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."}}