{"id":"W4233720487","doi":"10.1016/b0-44-452747-8/00379-3","title":"PALEOLIMNOLOGY | Overview","year":2007,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Paleolimnology; Sediment; Environmental science; Climate change; Environmental change; Natural (archaeology); Physical geography; Range (aeronautics); Geology; Earth science; Environmental resource management; Oceanography; Geography; Paleontology","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":[0.0008981447,0.001635671,0.001062399,0.005306071,0.0008266723,0.0021871,0.001632281,0.001765112,0.02622251],"category_scores_gemma":[0.0008485278,0.000846846,0.0003630031,0.005883213,0.001990609,0.003632413,0.002329037,0.002079595,0.01132081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001081772,"about_ca_system_score_gemma":0.00237282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004369037,"about_ca_topic_score_gemma":0.008887129,"domain_scores_codex":[0.9997639,0.00004352849,0.00002844233,0.00005774337,0.00007901002,0.00002737378],"domain_scores_gemma":[0.9998034,0.00006362533,0.00002046268,0.0000193392,0.00006897763,0.00002414273],"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":[0.00004275206,0.00004266519,0.0004324424,0.002726598,0.00001635323,0.0001552836,0.0001988678,0.0004157588,0.0003806219,0.02386206,0.0900448,0.8816817],"study_design_scores_gemma":[0.000002738444,0.00001164506,0.0005423198,0.0006937087,0.000006992828,0.0004038138,0.0000556519,0.00003361686,0.00007237495,0.003896888,0.9942754,0.000004760765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.000891662,0.8741136,0.003214834,0.003772034,0.003454755,0.00005145631,0.0003629774,0.0001926514,0.113946],"genre_scores_gemma":[0.006977835,0.8968738,0.002716435,0.002067603,0.00648138,0.00008155037,0.001013455,0.0001292554,0.08365855],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02622251,"threshold_uncertainty_score":0.08772302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05385022282224557,"score_gpt":0.2799515588638282,"score_spread":0.2261013360415826,"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."}}