{"id":"W2009830860","doi":"10.1023/b:hydr.0000027718.95901.ae","title":"Paleolimnological evidence of change in a shallow, hypereutrophic lake: Upper Klamath Lake, Oregon, USA","year":2004,"lang":"en","type":"article","venue":"Hydrobiologia","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"Deep River Science Academy","funders":"","keywords":"Aphanizomenon; Paleolimnology; Sediment; Eutrophication; Trophic state index; Phytoplankton; Hydrobiology; Diagenesis; Geology; Abundance (ecology); Environmental science; Ecology; Oceanography; Nutrient; Cyanobacteria; Biology; 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":[0.0002215858,0.0001538925,0.0001872094,0.001333952,0.001411799,0.001260191,0.0005194742,0.0003603455,0.001323638],"category_scores_gemma":[0.0007682007,0.0002385069,0.0001036936,0.001956991,0.001349636,0.0006737592,0.001026166,0.0002892295,0.0001285079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00133887,"about_ca_system_score_gemma":0.001192776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1617288,"about_ca_topic_score_gemma":0.4502357,"domain_scores_codex":[0.9998912,0.00001204029,0.00001799792,0.00002371532,0.00003007972,0.00002499739],"domain_scores_gemma":[0.9996288,0.00006111994,0.0001092307,0.0000197936,0.0001163311,0.00006467802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002805603,0.00008566559,0.9802811,0.00004757353,0.00006300178,0.0004444317,0.003214665,0.0001723918,0.006818152,0.0001676662,0.0002268851,0.008197943],"study_design_scores_gemma":[0.000007838477,0.00001919549,0.996243,0.00001069042,0.00002582125,0.0001390423,0.002157188,0.0002290765,0.0004523678,0.00005081415,0.0006608131,0.000004201605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985857,0.00003449821,0.00002776555,0.00005113123,0.000001092596,0.000003185411,0.0001128621,0.000004091779,0.001179811],"genre_scores_gemma":[0.9994586,0.00003763959,0.00009565592,0.0000233497,0.000001999571,0.000004021503,0.0001202143,0.00000181272,0.0002566654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1617288,"threshold_uncertainty_score":0.3215747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05436690858635065,"score_gpt":0.266538030624554,"score_spread":0.2121711220382033,"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."}}