{"id":"W2345380874","doi":"10.4081/jlimnol.2016.1353","title":"Mechanisms underlying recovery of zooplankton in Lake Orta after liming","year":2016,"lang":"en","type":"article","venue":"Journal of Limnology","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Zooplankton; Rotifer; Ecology; Persistence (discontinuity); Crustacean; Cladocera; Biology; Species richness; Plankton; Invertebrate; Water column; Predation; Environmental science","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":[0.0004851634,0.00008336657,0.000268324,0.00009445622,0.00001535324,0.000004328489,0.0001683434,0.0001104359,0.001043842],"category_scores_gemma":[0.00006811258,0.00005438026,0.00006797748,0.00009467271,0.00005534046,0.0001771633,0.00006580495,0.0001213371,0.00004699567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009267817,"about_ca_system_score_gemma":0.000021865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002423607,"about_ca_topic_score_gemma":0.003568432,"domain_scores_codex":[0.9989501,0.00007173748,0.0005314221,0.0001023199,0.0001610789,0.0001833771],"domain_scores_gemma":[0.9991937,0.0001842104,0.0004352504,0.0001276357,0.00001124343,0.00004792562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007586517,0.0002873532,0.7909546,0.00008103684,0.0001218126,0.0005825302,0.001059014,0.001420164,0.1425584,0.004647498,0.0004635989,0.05706525],"study_design_scores_gemma":[0.003660806,0.002936594,0.9066721,0.001236234,0.00009062639,0.001481123,0.0008312158,0.001074577,0.004467817,0.06739515,0.009518755,0.0006349875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904515,0.00005536199,0.007510639,0.0003777924,0.0003795322,0.0000502812,0.000008156777,0.000002805537,0.001163991],"genre_scores_gemma":[0.9979585,0.00007032337,0.001693067,0.00007056937,0.00001722595,0.000001562936,2.933234e-7,0.000008014085,0.0001803975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1380906,"threshold_uncertainty_score":0.9998693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441829285437592,"score_gpt":0.2294759898582648,"score_spread":0.2150576970038888,"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."}}