{"id":"W7008676404","doi":"","title":"Clayoquot Sound Harmful Algal Blooms Investigation of Warn Bay to Tranquil Inlet - 2019","year":2021,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Algal bloom; Nutrient; Inlet; Shellfish; Transect; Nekton; Algae","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":[0.0001570237,0.0003075935,0.0002365525,0.001257655,0.001900988,0.0007588783,0.0004003686,0.0003486393,0.001833642],"category_scores_gemma":[0.0003827793,0.0002052189,0.0001948802,0.001809938,0.0003650107,0.0001979948,0.0008301249,0.0004518672,0.0002474038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00464513,"about_ca_system_score_gemma":0.004060224,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8782389,"about_ca_topic_score_gemma":0.9641626,"domain_scores_codex":[0.9998198,0.000007084946,0.000009923072,0.00003894715,0.00007681559,0.00004749557],"domain_scores_gemma":[0.9994575,0.00002606611,0.0000671434,0.00001744313,0.0002931876,0.0001385392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001142215,0.00005848382,0.9733163,0.00006317876,0.00002532208,0.001283274,0.00303385,0.0002188942,0.008984186,0.00006847826,0.001340936,0.01149295],"study_design_scores_gemma":[0.000001540754,0.00002104462,0.9963769,0.00001041235,0.000003497956,0.00008083808,0.002066424,0.0001026063,0.0002750591,0.000005612228,0.001052876,0.000003312146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940677,0.00008298072,0.00008814276,0.00007378622,0.00001424074,0.00003694668,0.001261267,0.00001570595,0.004359382],"genre_scores_gemma":[0.9929674,0.0001559048,0.000479617,0.0001144011,0.000005621621,0.0000401293,0.001359225,0.000007432772,0.004870377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1217611,"threshold_uncertainty_score":0.2449563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01196882251146304,"score_gpt":0.1718131596001045,"score_spread":0.1598443370886414,"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."}}