{"id":"W4413001832","doi":"10.1016/j.palaeo.2025.113180","title":"Anthropogenic forcing has impacted precipitation variability in the North China Monsoon Marginal Region","year":2025,"lang":"en","type":"article","venue":"Palaeogeography Palaeoclimatology Palaeoecology","topic":"Climate variability and models","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"National Key Research and Development Program of China; Data Center of Management Science, National Natural Science Foundation of China - Peking University; Yunnan University; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Forcing (mathematics); Monsoon; Geology; Climatology; Precipitation; China; East Asian Monsoon; Geography; Meteorology","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":[0.0002559488,0.0001440563,0.0001295193,0.0003633865,0.0003703389,0.0005139832,0.0002094327,0.0001385886,0.001124561],"category_scores_gemma":[0.0005233018,0.0001008741,0.0002131636,0.000710497,0.0003218536,0.0003120533,0.0003788453,0.0001923041,0.00007385202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009359046,"about_ca_system_score_gemma":0.0009015365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06246445,"about_ca_topic_score_gemma":0.1079037,"domain_scores_codex":[0.999899,0.00001597732,0.00001131021,0.00002568067,0.00001596144,0.00003204234],"domain_scores_gemma":[0.9997007,0.00003414814,0.0001050685,0.00002730872,0.00006346295,0.00006923957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007662228,0.00001944878,0.9864823,0.000028671,0.00007899198,0.0001934535,0.0004632214,0.001336221,0.003530196,0.000442761,0.0004705547,0.006877727],"study_design_scores_gemma":[0.000001939937,0.000004742569,0.9985968,0.00000174668,0.00000905007,0.00001229383,0.0001173793,0.0007252654,0.00008249433,0.00004835815,0.0003975738,0.000002371634],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990695,0.00008474206,0.00004025184,0.0001198795,0.00000842699,0.000001164855,0.0001362393,0.000006376028,0.0005334663],"genre_scores_gemma":[0.9997026,0.00004834134,0.00001571217,0.0000116564,0.000006191469,0.000001093702,0.00006723202,0.000001754686,0.0001453557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06246445,"threshold_uncertainty_score":0.1242017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01351693920786597,"score_gpt":0.2508041822035169,"score_spread":0.2372872429956509,"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."}}