{"id":"W55266593","doi":"10.1016/b978-012370626-3.00233-7","title":"Effects of Climate Change on Lakes","year":2009,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":104,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Ecosystem; Environmental science; Biodiversity; Climate change; Ecology; Wetland; Aquatic ecosystem; Habitat; Littoral zone; Effects of global warming; Global warming; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000110541,0.000262318,0.0003659113,0.00005277316,0.0001009034,0.000004467567,0.0001918989,0.0001714527,0.0005975623],"category_scores_gemma":[0.000008311608,0.0002310394,0.0001129961,0.000007554987,0.0002167241,0.00002916958,0.0002525987,0.0001782864,0.001111964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005126356,"about_ca_system_score_gemma":0.000001518296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.171021e-7,"about_ca_topic_score_gemma":0.0001264173,"domain_scores_codex":[0.9990313,0.00001610181,0.0001943079,0.0003194521,0.0001933123,0.0002455229],"domain_scores_gemma":[0.9994768,0.00006500773,0.0001740838,0.0002418578,0.000003769255,0.00003850182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001569484,0.00002060836,0.0001258397,0.0001258209,0.00004431574,0.0000352686,0.0001308262,4.049054e-7,0.0000062644,0.003869495,0.001603795,0.9940217],"study_design_scores_gemma":[0.0002200208,0.0003383569,0.01468308,0.0002775088,0.0001291959,7.610107e-7,0.000001746802,7.118784e-7,0.00005708946,0.006941624,0.9770887,0.0002611351],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002124628,0.0001281207,1.150019e-7,0.0001322582,0.0001882586,0.0006904281,0.000006530133,0.0000382369,0.9986036],"genre_scores_gemma":[0.001995462,0.00121254,0.00003986327,0.002590102,0.00009194439,0.00006404422,0.000004120074,0.00002648306,0.9939755],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9937605,"threshold_uncertainty_score":0.9996658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01003930784373434,"score_gpt":0.2101604943416617,"score_spread":0.2001211864979274,"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."}}