{"id":"W4246855928","doi":"10.1002/9780470015902.a0003191.pub2","title":"Lake Ecosystems","year":2014,"lang":"en","type":"other","venue":"Encyclopedia of Life Sciences","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Biogeochemical cycle; Ecosystem; Watershed; Environmental science; Phytoplankton; Food chain; Lake ecosystem; Ecology; Aquatic ecosystem; Food web; Biogeochemistry; Nutrient; Surface water; Biology; Environmental engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003051414,0.0004495314,0.0002909698,0.001603163,0.001556352,0.004897247,0.0006055739,0.0006087486,0.1284252],"category_scores_gemma":[0.0006238956,0.000190324,0.0002897943,0.002784277,0.0004509122,0.002356726,0.003654063,0.0006014048,0.02522643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001835523,"about_ca_system_score_gemma":0.002285253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01083774,"about_ca_topic_score_gemma":0.01675325,"domain_scores_codex":[0.9996659,0.00005058474,0.00002534231,0.0000571519,0.0001251051,0.00007592453],"domain_scores_gemma":[0.9997526,0.00001520612,0.0000348761,0.00003174264,0.0001114159,0.00005405736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007489901,0.00004744155,0.006682118,0.0007372195,0.00005249283,0.0004595591,0.0009735642,0.0008946098,0.001276888,0.1706579,0.551878,0.2662655],"study_design_scores_gemma":[0.000006075914,0.00000748398,0.001999543,0.00006675591,0.000006655437,0.00006401989,0.000167308,0.0002073791,0.0001104597,0.005196596,0.9921603,0.000007322203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01302258,0.006428539,0.004387821,0.008276638,0.0008020512,0.0001880558,0.02623925,0.002383736,0.9382713],"genre_scores_gemma":[0.1592507,0.009749736,0.009955183,0.002911909,0.0005061889,0.000349332,0.03247577,0.0006297848,0.7841713],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1284252,"threshold_uncertainty_score":0.4296252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007655768653595037,"score_gpt":0.2180591886687481,"score_spread":0.2104034200151531,"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."}}