{"id":"W7105799394","doi":"10.34943/0401e5bf-a511-44f3-b067-d3d1026c1f55","title":"Campbell River - Quathiaski Cove Ferry Route Fluorometer Deployed 2025-11-13","year":2025,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cove; Fluorometer; Estuary; Hydrology (agriculture); Digital data; Limnology; Data logger","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008585406,0.001119265,0.0007563625,0.002695878,0.001496782,0.001837167,0.002122966,0.0009436988,0.02689123],"category_scores_gemma":[0.003485693,0.0004331743,0.0004364813,0.006323206,0.0004532313,0.0008026386,0.00120552,0.001169084,0.02484894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007198728,"about_ca_system_score_gemma":0.01381532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8492917,"about_ca_topic_score_gemma":0.9120496,"domain_scores_codex":[0.9990155,0.00007043915,0.00004843507,0.0002047685,0.0004426342,0.0002181505],"domain_scores_gemma":[0.9970353,0.0001696124,0.000146011,0.0003088366,0.002078207,0.0002621422],"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":[0.00002743782,0.000011081,0.002215011,0.0001172069,0.0000105219,0.00002057573,0.00003403748,0.0003219521,0.00008532673,0.0005825729,0.9938692,0.002705151],"study_design_scores_gemma":[0.00004298886,0.00000639643,0.01473447,0.0001697666,0.00001059338,0.00002073849,0.000243382,0.0007860274,0.0003955075,0.0005455973,0.983012,0.00003252374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003797491,0.00003395036,0.0001275412,0.00008087419,0.0000202654,0.00001658885,0.9966252,0.0002116651,0.002504119],"genre_scores_gemma":[0.001630338,0.00004297266,0.0006481503,0.00004380304,0.000006295568,0.00006190642,0.9942919,0.00007097728,0.003203738],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1507083,"threshold_uncertainty_score":0.3031916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00761860906779584,"score_gpt":0.2177517396221931,"score_spread":0.2101331305543973,"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."}}