{"id":"W6965983081","doi":"10.34943/d47d12ae-8067-4769-afda-0ac5c33c6add","title":"Patricia Bay Fluorometer Turbidity Deployed 2011-04-19","year":2011,"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; Bay; Satellite; Chlorophyll a; Seiche; 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":[0.001295291,0.001903797,0.001793744,0.0001325013,0.0007956446,0.0002025409,0.002670686,0.002158497,0.002156382],"category_scores_gemma":[0.0001522939,0.001923378,0.001304226,0.00105853,0.0004134215,0.0002767608,0.0007888061,0.003857198,0.0002123523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00379362,"about_ca_system_score_gemma":0.00506027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8838182,"about_ca_topic_score_gemma":0.9375952,"domain_scores_codex":[0.9912745,0.0005600462,0.001337019,0.002033318,0.002075688,0.00271947],"domain_scores_gemma":[0.9929498,0.0006449542,0.001248036,0.003224019,0.0003703634,0.001562853],"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":[0.00004614476,0.0001080971,0.0007078297,0.0001755138,0.0009970415,0.0002055529,0.00004574183,0.0004160903,6.322786e-7,0.000001500206,0.997204,0.00009182797],"study_design_scores_gemma":[0.0008528958,0.00006219943,0.001338406,0.00008394071,0.0009805151,0.00003975123,0.00006403201,0.0005669339,0.000002449885,0.00001861311,0.9939236,0.002066648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003736017,0.003114758,0.00005424653,0.00007992351,0.004124306,0.001005856,0.9908171,0.0003826866,0.00004747751],"genre_scores_gemma":[0.0007181977,0.001724273,0.0003599124,0.004710864,0.003215124,0.00003609345,0.9877831,0.0006159213,0.0008365457],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05377703,"threshold_uncertainty_score":0.9993706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505842231706482,"score_gpt":0.2098793560179014,"score_spread":0.1948209337008366,"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."}}