{"id":"W2981525376","doi":"10.1080/10402381.2019.1659889","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":"Lake and Reservoir Management","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of the Environment, Conservation and Parks; Queen's University","funders":"","keywords":"Hypolimnion; Paleolimnology; Diatom; Limnology; Trout; Environmental science; Oceanography; Water column; Geology; Sediment; Sedimentary organic matter; Hydrology (agriculture); Ecology; Nutrient; Eutrophication; Fishery; Fish <Actinopterygii>; Paleontology; 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":[0.0007220921,0.000276391,0.0005644187,0.0001788086,0.0001472942,0.00002825473,0.0003657088,0.0001183983,0.006388035],"category_scores_gemma":[0.000009409802,0.0002096215,0.00009949954,0.0002197409,0.0001611111,0.000191142,0.001028106,0.0002490898,0.00021908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002656126,"about_ca_system_score_gemma":0.000006434847,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004495025,"about_ca_topic_score_gemma":0.9845917,"domain_scores_codex":[0.997564,0.0001505625,0.0006474999,0.0006441139,0.0004459108,0.0005478716],"domain_scores_gemma":[0.9992613,0.00004406077,0.0001564477,0.0004459013,0.00001111366,0.00008120996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002510845,0.0007934224,0.9630985,0.0001795549,0.0001076858,0.00004708248,0.002290582,0.0004899883,0.00006824907,0.0003848948,0.03026253,0.002026407],"study_design_scores_gemma":[0.0009605931,0.0001707308,0.6093315,0.00001714318,0.0000374618,2.667365e-7,0.0003150405,0.00007989188,0.00002356414,0.0001361887,0.3887357,0.0001919634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8900544,0.00001631271,0.00003072512,0.001808649,0.0002744085,0.0007489105,0.00002408903,0.0000423104,0.1070002],"genre_scores_gemma":[0.9169216,0.00003200075,0.0004455323,0.0003425822,0.00002275804,0.000100066,0.00008197193,0.00001667591,0.08203679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9800967,"threshold_uncertainty_score":0.9945202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022179014393019,"score_gpt":0.255622101577833,"score_spread":0.2354003114339028,"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."}}