{"id":"W7162413601","doi":"10.34943/3462310e-5e16-41ab-ada1-db7df25d9614","title":"Strait of Georgia East Turbidity Meter Deployed 2025-03-19","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":"Turbidity; Metre; Turbidity current; Current meter; Particle (ecology); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005863025,0.001626476,0.0007577686,0.001924239,0.0007771153,0.001198806,0.002054678,0.001139229,0.01396755],"category_scores_gemma":[0.002400288,0.0003637688,0.000552211,0.003631308,0.0003686404,0.000983782,0.001201264,0.0009276854,0.03112211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002110686,"about_ca_system_score_gemma":0.002587648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2379873,"about_ca_topic_score_gemma":0.3577257,"domain_scores_codex":[0.9993066,0.00007572929,0.00005683904,0.0001969806,0.0002179154,0.0001460632],"domain_scores_gemma":[0.9991106,0.00007600962,0.00005927804,0.0002080983,0.0004422333,0.0001036819],"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":[0.00005058033,0.00001511442,0.001372354,0.0001363026,0.00001397489,0.00003794077,0.00002168851,0.0005708208,0.0001307946,0.0004491662,0.9948236,0.002377694],"study_design_scores_gemma":[0.0001036241,0.00002144505,0.01282394,0.0001987699,0.00001850105,0.00008256861,0.0002002032,0.002397337,0.0005846153,0.001079666,0.9824466,0.00004292121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006937418,0.00006112734,0.0001061276,0.0001012703,0.00003834554,0.00001579011,0.9968718,0.0005028385,0.001608943],"genre_scores_gemma":[0.001287299,0.00002965027,0.0002471965,0.0000400043,0.000004549237,0.00002318627,0.9976637,0.0000449641,0.0006594053],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7620127,"threshold_uncertainty_score":0.4732041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167812455982054,"score_gpt":0.2298226347568969,"score_spread":0.2181445101970764,"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."}}