{"id":"W6890263066","doi":"10.34943/a7ebe63f-3de0-41c3-a165-fe7e8b3163f9","title":"Juan de Fuca Strait Conductivity Temperature Depth Deployed 2013-04-23","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":"Conductivity; Temperature measurement; Submarine; Pacific ocean; Sea surface temperature; Software deployment; Pressure sensor","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":[0.001581759,0.001966416,0.001897013,0.00007755349,0.001054394,0.0004551795,0.002185455,0.002797422,0.0002080644],"category_scores_gemma":[0.0001435229,0.002043167,0.001016519,0.001031116,0.000593846,0.0003102229,0.0004197955,0.005966057,0.00003409858],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004094778,"about_ca_system_score_gemma":0.008340349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6867652,"about_ca_topic_score_gemma":0.9795157,"domain_scores_codex":[0.9912295,0.0008664527,0.001011458,0.002011279,0.00188181,0.002999512],"domain_scores_gemma":[0.9937927,0.000512287,0.001067975,0.002699746,0.0003873644,0.001539916],"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":[0.00004165227,0.0001108249,0.0002062515,0.000269567,0.001001948,0.0001158663,0.00004065136,0.009681249,0.00003201147,0.000008343618,0.9884273,0.00006433765],"study_design_scores_gemma":[0.001035443,0.00006624869,0.0007113598,0.000236222,0.0007156802,0.0000985736,0.0002008554,0.002391118,0.00001297889,0.0000209451,0.9924348,0.00207577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002599322,0.001487958,0.0000383202,0.0003986634,0.002402463,0.0009904274,0.9916716,0.0003834703,0.0000277248],"genre_scores_gemma":[0.01270079,0.0006724345,0.0003240008,0.004403514,0.004310157,0.00003648139,0.976326,0.0006356025,0.0005910104],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2927505,"threshold_uncertainty_score":0.9997283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009187162510846194,"score_gpt":0.2214296345642483,"score_spread":0.2122424720534021,"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."}}