{"id":"W2966123942","doi":"10.5194/cp-16-543-2020","title":"Neoglacial trends in diatom dynamics from a small alpine lake in the Qinling mountains of central China","year":2020,"lang":"en","type":"article","venue":"Climate of the past","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Diatom; Guild; Physical geography; Holocene; Ecology; Climate change; Environmental science; Climatology; Geography; Oceanography; Geology; Habitat; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005267705,0.0003132946,0.0002491755,0.001641627,0.001129488,0.0006117504,0.0003717743,0.0002830299,0.000888697],"category_scores_gemma":[0.0004349285,0.0001814923,0.0002644216,0.001675673,0.0005820656,0.0004591566,0.0005792102,0.0002316756,0.00006997419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001667933,"about_ca_system_score_gemma":0.00114603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1273937,"about_ca_topic_score_gemma":0.2282445,"domain_scores_codex":[0.9998441,0.00001596044,0.0000112856,0.00004916251,0.00003191618,0.00004755705],"domain_scores_gemma":[0.9995344,0.00003756211,0.0001273493,0.000017287,0.0001340438,0.0001493442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004165688,0.00002073552,0.9894139,0.00004792575,0.00009017671,0.0002612268,0.002468211,0.0002310314,0.003605823,0.0001143751,0.0002647733,0.003440277],"study_design_scores_gemma":[0.000001264549,0.0000096658,0.9991425,0.000002730241,0.000009125156,0.00002364261,0.0004215847,0.0001826797,0.00004016482,0.000009510421,0.0001544689,0.000002656701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999369,0.0001275723,0.00005234158,0.00004317458,0.000003037205,0.000003283558,0.0002002361,0.000004240366,0.0001972777],"genre_scores_gemma":[0.9994455,0.00004413123,0.00006913606,0.00002169113,0.000004684942,0.000005026789,0.0002825602,0.000001211188,0.0001260009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1273937,"threshold_uncertainty_score":0.2533044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01902616411633336,"score_gpt":0.233721628143481,"score_spread":0.2146954640271476,"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."}}