{"id":"W4211051961","doi":"10.1016/j.catena.2022.106096","title":"Paleoclimatic implications of 14C age deviations in loess organic matter from Xinjiang, Northwest China","year":2022,"lang":"en","type":"article","venue":"CATENA","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"IONICS Mass Spectrometry (Canada)","funders":"Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Loess; Geology; China; Loess plateau; Organic matter; Physical geography; Earth science; Geochemistry; Geomorphology; Soil science; Geography; Archaeology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002147406,0.00008853665,0.0001952734,0.0001520455,0.0002446987,0.000009953753,0.0003490369,0.00005261742,0.02113494],"category_scores_gemma":[0.0000291931,0.00008202645,0.00003976863,0.0004578956,0.0001290051,0.00007038684,0.00004297131,0.0002840707,0.0007634774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002904991,"about_ca_system_score_gemma":0.00007877139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001609773,"about_ca_topic_score_gemma":0.03046045,"domain_scores_codex":[0.9989262,0.0001958029,0.0002620099,0.0002176027,0.0001167215,0.0002816183],"domain_scores_gemma":[0.9993289,0.0002186876,0.00008318919,0.000286966,0.00001996234,0.00006231258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008498389,0.00003645568,0.9985123,0.00001557343,0.00001293096,0.00002138033,0.0005538929,0.0003813648,0.00003857401,0.0000431204,0.0002769432,0.00009899075],"study_design_scores_gemma":[0.0001935494,0.00003128546,0.9963111,0.000004413318,0.00001130461,0.0000245592,0.0001825235,0.0002486137,0.00001801141,0.002609926,0.0002783712,0.00008632929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915575,0.0005107769,0.00002609799,0.002261783,0.0001080217,0.0001775255,0.000334904,0.00001512955,0.005008285],"genre_scores_gemma":[0.9980646,0.00002775417,0.0000864404,0.0002493387,0.00001408713,0.00001771084,0.001268478,0.000003314317,0.0002682163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02885067,"threshold_uncertainty_score":0.9872311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544123423902109,"score_gpt":0.2304246283184895,"score_spread":0.2149833940794684,"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."}}