{"id":"W7126041935","doi":"10.34943/95bcce9a-29a4-412d-b3ec-ddd9c8944fe3","title":"Tsawwassen - Swartz Bay Ferry Route Turbidity, Chlorophyll and Fluorescence Deployed 2023-12-14","year":2023,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Turbidity; Chlorophyll a; Chlorophyll; Irradiance","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":[0.0008176352,0.001602624,0.0008669746,0.002498928,0.001205015,0.001859873,0.002227849,0.001271955,0.02237386],"category_scores_gemma":[0.003561812,0.0004413007,0.0006707413,0.004983227,0.0005335484,0.001131044,0.001525316,0.001435981,0.03579989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004274706,"about_ca_system_score_gemma":0.006266596,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5193941,"about_ca_topic_score_gemma":0.6738718,"domain_scores_codex":[0.9991334,0.00007900569,0.00004904873,0.0001873287,0.0003407112,0.0002103875],"domain_scores_gemma":[0.9979789,0.0001818707,0.0001058748,0.0003563719,0.001131295,0.0002457957],"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":[0.00004318947,0.00001456914,0.001431622,0.000151316,0.00001329241,0.0000275747,0.00003458306,0.0004708145,0.0001427128,0.0005396952,0.9947644,0.002365982],"study_design_scores_gemma":[0.00007981111,0.00001062234,0.009512431,0.000200115,0.00001210334,0.00003668677,0.0002461381,0.001274138,0.0005002543,0.001075511,0.9870144,0.00003775619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003250157,0.00003501009,0.0001186297,0.00008007846,0.00002677304,0.00001196788,0.9974599,0.0004125289,0.001529978],"genre_scores_gemma":[0.0007725877,0.00003092756,0.0003583842,0.00002381724,0.000004430699,0.00003140951,0.9976633,0.00006561561,0.001049612],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4806059,"threshold_uncertainty_score":0.9668726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225576108239345,"score_gpt":0.2190114489444534,"score_spread":0.2067556878620599,"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."}}