{"id":"W6907089249","doi":"10.18739/a2zv6r","title":"Distributed Biological Observatory (DBO), Conductivity-Temperature-Depth (CTD) data along DBO5, from 2011 Canada's Three Oceans (C3O) project on board the CCGS Sir Wilfrid Laurier","year":2017,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Observatory; On board; Earth observation satellite; Satellite","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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002250641,0.003042231,0.003066922,0.0003128333,0.002136606,0.001199449,0.01480564,0.002460301,0.00131334],"category_scores_gemma":[0.002485436,0.002077556,0.0005230369,0.0005214576,0.001994933,0.001156254,0.004593178,0.006193426,0.003712774],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001413362,"about_ca_system_score_gemma":0.006688646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7990317,"about_ca_topic_score_gemma":0.9466204,"domain_scores_codex":[0.9859517,0.001935035,0.001678148,0.005061992,0.002723628,0.002649514],"domain_scores_gemma":[0.9762122,0.001916195,0.002021162,0.01873703,0.0003445698,0.00076883],"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":[0.0008277879,0.0004926505,0.01178704,0.0000814351,0.001358808,0.001385635,0.00002977681,0.000004395435,0.0005517342,0.00001098186,0.9833745,0.00009521926],"study_design_scores_gemma":[0.001614718,0.0002439048,0.08373688,0.0003951784,0.0009888493,0.00006384773,0.0001228353,0.00005163286,0.0001664587,0.00005704759,0.9100283,0.002530335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1037344,0.004130837,0.000001506866,0.0005636238,0.003486147,0.003070642,0.8844774,0.0004368091,0.00009862195],"genre_scores_gemma":[0.02449239,0.000720877,0.00005075516,0.001493091,0.002870089,0.0002505346,0.9695528,0.0004702214,0.00009924611],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1475887,"threshold_uncertainty_score":0.9998374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1000805966418633,"score_gpt":0.3081750456598096,"score_spread":0.2080944490179462,"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."}}