{"id":"W6965072576","doi":"10.34943/6ce36bd4-ae2c-445b-b3a6-93741fe6b26e","title":"Fraser River Delta Upper Slope Fluorometer Turbidity Deployed 2013-05-04","year":2013,"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; Delta; River delta; Hydrology (agriculture); Turbidite","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":[0.0008778576,0.002298698,0.001980912,0.0001286456,0.0009211623,0.0004486625,0.002909368,0.002486833,0.003698326],"category_scores_gemma":[0.0001052011,0.002233358,0.001367067,0.001271686,0.0007795741,0.000634494,0.001102092,0.004354297,0.0004754114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003571104,"about_ca_system_score_gemma":0.003343643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8892035,"about_ca_topic_score_gemma":0.8955723,"domain_scores_codex":[0.9898679,0.000538199,0.001425149,0.002364622,0.002621073,0.003183037],"domain_scores_gemma":[0.9924133,0.0005052149,0.001118791,0.003677779,0.0006675376,0.001617399],"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":[0.00003157204,0.0001241491,0.0003623832,0.0001489789,0.001406844,0.0001385852,0.00003960674,0.002285557,0.000001347126,0.000001104985,0.9952706,0.0001892602],"study_design_scores_gemma":[0.001243329,0.00005413564,0.001097415,0.0001975743,0.0008655117,0.00002364621,0.00008332109,0.003252704,0.000005430564,0.00001541991,0.9906597,0.002501841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002004631,0.002280491,0.00005128469,0.0003079387,0.004391653,0.001536034,0.9890521,0.0003519994,0.0000238985],"genre_scores_gemma":[0.0007851789,0.0019479,0.0008471482,0.007926438,0.003392294,0.00008022802,0.982618,0.0007846763,0.001618165],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.007618499,"threshold_uncertainty_score":0.9989752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092115712151714,"score_gpt":0.2089570834778398,"score_spread":0.1980359263563227,"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."}}