{"id":"W6963884086","doi":"10.18739/a2c24qn2z","title":"Canada's Three Oceans (C3O) Conductivity, Temperature, Depth (CTD) data collected from the Sir Wilfrid Laurier, Northeast Chukchi Sea, 2015","year":2019,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"CTD; Bathythermograph; Profiling (computer programming); Pacific ocean; High resolution","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001336883,0.002739883,0.0027816,0.0004449855,0.001228312,0.001040595,0.01233186,0.00158345,0.00310121],"category_scores_gemma":[0.001280269,0.002149536,0.0003529684,0.002459755,0.0008417507,0.001030965,0.004446877,0.004910856,0.005304531],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001371011,"about_ca_system_score_gemma":0.01624378,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9273316,"about_ca_topic_score_gemma":0.9975975,"domain_scores_codex":[0.9867775,0.001346035,0.001606362,0.004164963,0.003649431,0.002455697],"domain_scores_gemma":[0.9788016,0.001802797,0.001384939,0.01644595,0.0006178012,0.0009469098],"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":[0.0004836293,0.0003488065,0.009355485,0.0001109034,0.001727605,0.00041962,0.00003523649,0.0000261908,0.0001959029,0.000003602509,0.9872447,0.00004838061],"study_design_scores_gemma":[0.002317128,0.0001129009,0.03615412,0.0004068008,0.001661131,0.0001666335,0.000116289,0.0003311149,0.00004912922,0.00003216595,0.9561068,0.002545763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01448043,0.008222318,0.000001233555,0.0007979667,0.004347697,0.003508664,0.9678406,0.0003058023,0.0004952892],"genre_scores_gemma":[0.007439103,0.0005778951,0.00005284598,0.002360231,0.002795542,0.0001058378,0.9851942,0.0007464829,0.0007278266],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07026593,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03996047904473855,"score_gpt":0.2735856553774911,"score_spread":0.2336251763327525,"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."}}