{"id":"W6901876902","doi":"10.6084/m9.figshare.10043066","title":"A multibasin comparison of historical water quality trends in Lake Manitou, Ontario, a provincially significant lake trout lake","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hypolimnion; Paleolimnology; Diatom; Limnology; Trout; Water column; Sedimentary organic matter; Sediment; Water quality","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":[0.0003280731,0.0003196525,0.0002765689,0.001749797,0.001739363,0.0007583903,0.0006959871,0.0003423386,0.001110665],"category_scores_gemma":[0.0006583608,0.0002645812,0.0003539174,0.003474285,0.0004922415,0.0002868648,0.0009840755,0.0002368363,0.0002218339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01189976,"about_ca_system_score_gemma":0.007821046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9605369,"about_ca_topic_score_gemma":0.9911836,"domain_scores_codex":[0.9996994,0.00001906675,0.00002084026,0.00007113932,0.00009223328,0.00009736936],"domain_scores_gemma":[0.9990833,0.00003116108,0.0001897471,0.00002842519,0.0004980265,0.0001692668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001370781,0.0000198018,0.9883665,0.00003706911,0.00009142725,0.00008926455,0.002284279,0.0001094546,0.001870024,0.00004900366,0.0008002646,0.00614585],"study_design_scores_gemma":[0.000002057751,0.000006621188,0.9989172,0.000004628183,0.00001138347,0.000007514554,0.0005515349,0.00008120193,0.00003553328,0.00000243697,0.000378009,0.000001862412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964371,0.0002697913,0.0001015818,0.00008429506,0.000004901109,0.00002363089,0.001809598,0.0000119169,0.001257379],"genre_scores_gemma":[0.9963523,0.0001806649,0.0002608289,0.00003023365,0.000004051205,0.00003378331,0.002080607,0.000006388483,0.001051135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0394631,"threshold_uncertainty_score":0.08633918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03523836644782265,"score_gpt":0.2660275343761969,"score_spread":0.2307891679283742,"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."}}