{"id":"W6909071739","doi":"10.34943/fa04d675-3df2-4dc3-810b-cb365f7ec492","title":"Barkley Canyon Upper Slope Fluorometer Turbidity Deployed 2019-05-16","year":2019,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fluorometer; Turbidity; Canyon; Turbidite; Seiche; Chlorophyll a; Detector","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":[0.001332712,0.002247125,0.002227584,0.0001379757,0.0007081382,0.0004011625,0.00285974,0.0023693,0.001576667],"category_scores_gemma":[0.0001311032,0.002245273,0.001433612,0.001354019,0.0003901524,0.0003940241,0.0009425933,0.004572906,0.0002908699],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008121593,"about_ca_system_score_gemma":0.007086537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8222255,"about_ca_topic_score_gemma":0.8930468,"domain_scores_codex":[0.9895138,0.0006130489,0.001415739,0.002490148,0.002744826,0.003222461],"domain_scores_gemma":[0.9924101,0.0005295388,0.001174409,0.004075601,0.0004814898,0.001328863],"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":[0.000063264,0.00007590622,0.0004302177,0.000235662,0.001217014,0.00009659328,0.00003195829,0.003859579,0.000002873247,0.000001075209,0.9938786,0.0001072609],"study_design_scores_gemma":[0.001200292,0.00007788998,0.001040584,0.0003000111,0.0008298132,0.0000548124,0.00009082783,0.00153058,0.000007079707,0.000004159458,0.9923689,0.002495044],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008642399,0.002563972,0.00003167865,0.0002226735,0.008043546,0.001524191,0.986415,0.0002710987,0.00006365115],"genre_scores_gemma":[0.001918788,0.001319707,0.0001773632,0.006328053,0.003273767,0.00003060622,0.9824046,0.000810751,0.003736359],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0708213,"threshold_uncertainty_score":0.999336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032429891756708,"score_gpt":0.2169555436420745,"score_spread":0.2066312447245074,"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."}}