{"id":"W6909140855","doi":"10.34943/5ac600ac-5aa5-41c2-bb9c-de9806d260b4","title":"Strait of Georgia East Fluorometer Turbidity Deployed 2012-02-25","year":2012,"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; Detector; Chlorophyll a; Seiche; Measure (data warehouse); 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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001292781,0.001535218,0.001862935,0.00009733128,0.000384543,0.0001065696,0.002001619,0.001710146,0.002015591],"category_scores_gemma":[0.00006714317,0.001578002,0.001162731,0.001007907,0.0005848805,0.0004115051,0.0005953935,0.002904299,0.00004746277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002649657,"about_ca_system_score_gemma":0.00460922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5545579,"about_ca_topic_score_gemma":0.8007048,"domain_scores_codex":[0.992249,0.0004128516,0.001421857,0.001226995,0.002193394,0.002495922],"domain_scores_gemma":[0.9939789,0.0003171609,0.001600142,0.002498673,0.0004110619,0.00119405],"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":[0.00003529201,0.0001770963,0.0002787281,0.0003705129,0.001269414,0.00002728161,0.00005862841,0.0008405455,0.000009841423,0.000004142163,0.9967472,0.0001813145],"study_design_scores_gemma":[0.0007862269,0.00004933717,0.001976953,0.0002113445,0.001066349,0.00003035871,0.0001124558,0.0003866467,0.000009188886,0.000006427832,0.9939148,0.001449944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00088483,0.003286229,0.00003405348,0.00006030615,0.002527796,0.0007882916,0.9922358,0.000150211,0.00003245719],"genre_scores_gemma":[0.00848159,0.0003138943,0.0003425911,0.0006867222,0.002834152,0.00001714747,0.9862276,0.0004543035,0.000642006],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.246147,"threshold_uncertainty_score":0.9997396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345641095758356,"score_gpt":0.2134436541531374,"score_spread":0.1999872431955539,"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."}}