{"id":"W3197798294","doi":"10.1016/j.quascirev.2021.107171","title":"Centennial scale climate oscillations from southern Siberia in the Last Glacial Maximum","year":2021,"lang":"en","type":"article","venue":"Quaternary Science Reviews","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Holocene; Last Glacial Maximum; Climate change; Climatology; Ice core; Geology; Paleoclimatology; Physical geography; Glacial period; Abrupt climate change; Loess; Global warming; Oceanography; Geography; Effects of global warming; Paleontology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"category_scores_codex":[0.002343886,0.0001425538,0.0002853858,0.00009565652,0.0005577755,0.0001323954,0.0008164067,0.00007250142,0.002755292],"category_scores_gemma":[0.000181407,0.00008924774,0.00008741199,0.0009469363,0.0007395293,0.0003034725,0.00005872875,0.0002875272,0.005245562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000028336,"about_ca_system_score_gemma":0.0001713802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000772721,"about_ca_topic_score_gemma":0.03312461,"domain_scores_codex":[0.9973794,0.0007074514,0.0003853059,0.0004812994,0.0003934625,0.0006531028],"domain_scores_gemma":[0.9990883,0.0002186857,0.00009574848,0.0004283922,0.0000528889,0.0001159543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001152895,0.00001829069,0.9930797,0.000009511401,0.000001573629,0.00007465315,0.0009326481,0.00002386338,0.00009042816,0.00002141042,0.00004417343,0.005692201],"study_design_scores_gemma":[0.0001966986,0.0000363,0.982906,0.00004670564,0.000008192826,0.00010201,0.0007015793,0.001669825,0.00002953043,0.001206113,0.012958,0.000139092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845754,0.004104058,0.00002201854,0.001344274,0.0005590754,0.0002620125,0.00009065468,0.00001470442,0.009027816],"genre_scores_gemma":[0.9955315,0.002770092,0.0006795754,0.0006439813,0.000148977,0.000005442866,0.0001135344,0.000002166566,0.0001047513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03235189,"threshold_uncertainty_score":0.9981563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03538742613073346,"score_gpt":0.2851985672502352,"score_spread":0.2498111411195018,"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."}}