{"id":"W2101247462","doi":"10.2166/wqrj.2005.003","title":"The Limnology of Williston Reservoir: British Columbia's Largest Lacustrine Ecosystem","year":2005,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of British Columbia; University of British Columbia","funders":"Division of Ocean Sciences","keywords":"Limnology; Zooplankton; Pelagic zone; Lake ecosystem; Environmental science; Ecosystem; Phytoplankton; Ecology; Plankton; Trophic state index; Littoral zone; Hydrology (agriculture); Oceanography; Nutrient; Geology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0139437,0.00009234746,0.0002768192,0.00003116165,0.001113765,0.000510439,0.0008324854,0.000123625,0.002468526],"category_scores_gemma":[0.000311567,0.00007472223,0.0001351975,0.0001950309,0.0003950667,0.0002487672,0.0004747467,0.0008817025,0.0004589028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003820109,"about_ca_system_score_gemma":0.00004768606,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01902414,"about_ca_topic_score_gemma":0.4183783,"domain_scores_codex":[0.9951129,0.001772017,0.000843556,0.0002476415,0.001188666,0.0008352507],"domain_scores_gemma":[0.9985986,0.0004026641,0.0001797727,0.0004478741,0.0001297452,0.0002413938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001584732,0.0004742769,0.8338133,0.0001528658,0.0001680178,0.000142156,0.001200047,0.001443147,0.005245619,0.0006944785,0.1277675,0.02874013],"study_design_scores_gemma":[0.001092357,0.000363835,0.08993661,0.000132002,0.00001147038,0.0009863351,0.0006919377,0.002321183,0.0008793022,0.003646172,0.899648,0.0002908736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914808,0.0001778413,0.00004975583,0.002768931,0.0001674104,0.000240003,0.00004917543,0.00001289199,0.005053184],"genre_scores_gemma":[0.9851547,0.0002804969,0.000166647,0.00003010292,0.0002826658,0.00001274679,0.000007808086,0.00001597984,0.01404889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7718804,"threshold_uncertainty_score":0.9984434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04435907948007344,"score_gpt":0.3272153854513535,"score_spread":0.2828563059712801,"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."}}