{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000386625,0.0003685303,0.0008419554,0.0005222778,0.0004301681,0.0001134398,0.001370595,0.0002613778,0.001069058],"category_scores_gemma":[0.00008623926,0.0004889405,0.0004091518,0.001076649,0.0004944083,0.001932068,0.0004362228,0.0004099736,0.0001073611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004617246,"about_ca_system_score_gemma":0.0002847219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01170705,"about_ca_topic_score_gemma":0.03460992,"domain_scores_codex":[0.9973904,0.0002348692,0.0004419979,0.0006273231,0.0007855822,0.000519786],"domain_scores_gemma":[0.9974104,0.0003532293,0.000618592,0.000695393,0.000436168,0.000486272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008802348,0.0003564066,0.9456367,0.000536912,0.0005118311,0.0003644484,0.0114114,0.001765364,0.00285162,0.001191705,0.01667607,0.01781733],"study_design_scores_gemma":[0.008135529,0.003044831,0.7642414,0.001208787,0.0008421046,0.0001870296,0.112447,0.009863589,0.008440933,0.003466594,0.08507223,0.003049994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782762,0.0001062155,0.001116244,0.001030059,0.0002097216,0.0002926169,0.001565138,0.00009128067,0.01731255],"genre_scores_gemma":[0.9953185,0.00003992569,0.001392049,0.00006391586,0.00003362054,2.153566e-8,0.0009202464,0.00001422792,0.002217516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1813953,"threshold_uncertainty_score":0.9998441,"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."}}