{"id":"W7080138599","doi":"10.34943/6cc04a60-ac8a-40fd-9ed5-aed38e71e2b7","title":"Horseshoe Bay - Departure Bay Ferry Route Turbidity, Chlorophyll and Fluorescence Deployed 2025-09-02","year":2025,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Turbidity; Chlorophyll a; Estuary; Horseshoe crab; Chlorophyll","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":[0.0007949712,0.001622505,0.0008188608,0.002081514,0.0009526582,0.001620713,0.002212368,0.001427575,0.01721837],"category_scores_gemma":[0.002936296,0.0003585318,0.0005790432,0.003416109,0.0004378602,0.001068841,0.001335832,0.00136647,0.03676616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002394447,"about_ca_system_score_gemma":0.002783276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1562843,"about_ca_topic_score_gemma":0.2784309,"domain_scores_codex":[0.9992062,0.00008555322,0.00005640289,0.0002012927,0.0002801295,0.0001703018],"domain_scores_gemma":[0.9986149,0.0001450871,0.00008895664,0.000310061,0.000653304,0.0001876616],"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":[0.0000564507,0.00002861011,0.001658728,0.0001664643,0.00001289055,0.00003896237,0.00003617358,0.0004707454,0.0002010062,0.0004970183,0.9941481,0.002684941],"study_design_scores_gemma":[0.0001253899,0.00002383661,0.01190259,0.0001818953,0.0000132651,0.00007004052,0.00026021,0.001602773,0.0006989009,0.001207256,0.9838763,0.00003754681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005612607,0.00003562392,0.0001096675,0.00008734352,0.00003124438,0.00001559598,0.9973423,0.0004735064,0.00134355],"genre_scores_gemma":[0.0007487081,0.00001872302,0.0002969932,0.00002317411,0.000004281129,0.0000285626,0.9981364,0.00003562346,0.0007074646],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8437157,"threshold_uncertainty_score":0.3107492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006493301723432997,"score_gpt":0.1989332106322505,"score_spread":0.1924399089088175,"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."}}