{"id":"W3159198340","doi":"10.1177/09596836211003214","title":"Late-Holocene diatom community response to climate driven chemical changes in a small, subarctic lake, Northwest Territories, Canada","year":2021,"lang":"en","type":"article","venue":"The Holocene","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Northwest Territories; Canadian Museum of Nature; Carleton University; Environment and Climate Change Canada; Geological Survey of Canada; Aurora College; Natural Resources Canada","funders":"Natural Resources Canada; Aarhus Universitets Forskningsfond","keywords":"Subarctic climate; Holocene; Diatom; Paleolimnology; Climate change; Geology; Physical geography; Paleoclimatology; Oceanography; Climatology; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001427533,0.0001509407,0.0001979629,0.0004902142,0.001445032,0.0007306649,0.0003628041,0.0001680647,0.0008366338],"category_scores_gemma":[0.0004314349,0.0001655598,0.0001255483,0.0009662303,0.0004923569,0.0002209653,0.0003661835,0.0001970959,0.00009461948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009918516,"about_ca_system_score_gemma":0.005037464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9748955,"about_ca_topic_score_gemma":0.9919668,"domain_scores_codex":[0.9999048,0.000006499889,0.000004367341,0.00002786699,0.00002077952,0.00003577023],"domain_scores_gemma":[0.9996909,0.00001971495,0.00004047992,0.000008905006,0.0001475533,0.00009243952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008966302,0.00002548418,0.9909312,0.0000133126,0.00002888535,0.0001167527,0.001320169,0.000263073,0.002856434,0.00004848961,0.0002354194,0.004071163],"study_design_scores_gemma":[0.000001395238,0.000005565024,0.9985642,0.000001977709,0.000005245265,0.00001732297,0.0007832577,0.0002830791,0.00009759254,0.00000648558,0.0002316277,0.000002242982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993328,0.00004293205,0.00002164699,0.00002131919,6.711761e-7,0.000002614178,0.000279019,0.000002075337,0.0002967206],"genre_scores_gemma":[0.9988598,0.00006855463,0.00008395525,0.00001632598,7.82837e-7,0.000002997878,0.0003237361,0.000002063198,0.0006418462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02510452,"threshold_uncertainty_score":0.07196414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02236683132981022,"score_gpt":0.233677810027365,"score_spread":0.2113109786975548,"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."}}