{"id":"W6927703269","doi":"10.34943/4301f2fc-c9f7-4639-a100-cd19e67968f7","title":"Barkley Upper Slope Fluorometer Turbidity Deployed 2012-05-28","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; Turbidite; Chlorophyll a; On board","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":[0.001666068,0.002153054,0.001931778,0.0001148371,0.0009040831,0.0003268318,0.002499649,0.00231008,0.003884803],"category_scores_gemma":[0.0001126615,0.002135273,0.001385323,0.001242526,0.0004790163,0.0006809051,0.0009412093,0.004489352,0.0003087481],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00409036,"about_ca_system_score_gemma":0.003550574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5366524,"about_ca_topic_score_gemma":0.7918748,"domain_scores_codex":[0.9898252,0.0006412196,0.001355543,0.001845816,0.00253822,0.00379403],"domain_scores_gemma":[0.992683,0.0005314158,0.001056509,0.00339465,0.0003938221,0.001940585],"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":[0.00004112679,0.0001390201,0.0003160363,0.0001809931,0.00121044,0.00007732957,0.00003710594,0.0005888703,0.000002876664,0.00000205733,0.9971733,0.0002308191],"study_design_scores_gemma":[0.0008411928,0.0000403966,0.0009231507,0.0001735641,0.001059276,0.00006795319,0.00006764954,0.0005244224,0.000005281427,0.000005400072,0.9939533,0.002338382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002736936,0.006331014,0.00003920428,0.0002004225,0.006677995,0.001059552,0.9850061,0.0003514468,0.00006055526],"genre_scores_gemma":[0.0009778515,0.001486403,0.0004626481,0.005290328,0.006452824,0.00004305954,0.982703,0.0007733832,0.001810511],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2552224,"threshold_uncertainty_score":0.9997327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176902901204151,"score_gpt":0.216982834784408,"score_spread":0.2052138057723665,"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."}}