{"id":"W3007977489","doi":"10.1038/s41467-020-14765-4","title":"Asian dust-storm activity dominated by Chinese dynasty changes since 2000 BP","year":2020,"lang":"en","type":"article","venue":"Nature Communications","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":192,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Natural Science Foundation of China","keywords":"Storm; Dust storm; China; Unrest; Asian Dust; East Asian Monsoon; Monsoon; Natural (archaeology); Geography; Physical geography; Climatology; Geology; Meteorology; Archaeology; Aerosol; Politics","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":[0.0001991205,0.0001993475,0.0001808864,0.000860512,0.0003803533,0.000471845,0.0001546358,0.00009998102,0.001073567],"category_scores_gemma":[0.0003531804,0.00008613361,0.00009780993,0.001654512,0.0003048934,0.0002298098,0.0003312764,0.0001207134,0.00009943896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000651601,"about_ca_system_score_gemma":0.0006807259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0391096,"about_ca_topic_score_gemma":0.05798847,"domain_scores_codex":[0.9998981,0.000007136192,0.000009690857,0.00003807909,0.00002098748,0.00002608633],"domain_scores_gemma":[0.999683,0.00001942242,0.00009823369,0.0000211681,0.0001170916,0.0000610827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001575994,0.00001945315,0.9492973,0.0001849774,0.0001273599,0.0004510625,0.005106118,0.0004167231,0.01037834,0.0006901704,0.001462057,0.03170881],"study_design_scores_gemma":[0.000001090334,0.000007519869,0.9979597,0.000003597157,0.000009945928,0.00003664946,0.0002259942,0.00008254358,0.0001779656,0.00002210244,0.001470099,0.000002764941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975401,0.0002164694,0.00007478393,0.00005479141,0.000007004177,0.000002988625,0.0005704588,0.00001014324,0.00152323],"genre_scores_gemma":[0.9985019,0.0001432078,0.00005230729,0.00002005305,0.0000111559,0.000003841914,0.000624119,0.000002595462,0.00064071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0391096,"threshold_uncertainty_score":0.07776392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02000388832291793,"score_gpt":0.2855437422190826,"score_spread":0.2655398538961647,"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."}}