{"id":"W2240831159","doi":"10.1162/jinh_r_00899","title":"<i>Coping With Calamity: Environmental Change and Peasant Response in Central China, 1736–1949</i>. By Jiayan Zhang (Vancouver, University of British Columbia Press) 276 pp. $95.00 cloth $32.95 paper","year":2015,"lang":"en","type":"article","venue":"The Journal of Interdisciplinary History","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Zhàng; Agrarian society; Agriculture; Peasant; Context (archaeology); Coping (psychology); Economy; Political science; Geography; Law; Economics; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003649763,0.0005191091,0.0002827783,0.001010137,0.003146712,0.001489407,0.0006102331,0.0007384348,0.003149651],"category_scores_gemma":[0.0003563289,0.0001751377,0.0002084267,0.003075403,0.003049796,0.0009341746,0.001090064,0.000921543,0.0001683844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009383579,"about_ca_system_score_gemma":0.005395145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2784765,"about_ca_topic_score_gemma":0.5385976,"domain_scores_codex":[0.9998773,0.00001969838,0.000005495843,0.00001995692,0.00002672733,0.00005081062],"domain_scores_gemma":[0.9998803,0.00001827026,0.000023323,0.000004764546,0.00001790576,0.00005534832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001551811,0.0001540573,0.09394284,0.001383932,0.0001591503,0.002512907,0.3347846,0.00121198,0.001732333,0.04516734,0.2823436,0.2364521],"study_design_scores_gemma":[0.0000116523,0.0000868604,0.3986081,0.0005439916,0.00002213476,0.0002533433,0.08034838,0.0002596377,0.0002785688,0.003110159,0.5164314,0.00004576296],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4505379,0.3321211,0.0004043531,0.09584077,0.004034187,0.00009915524,0.0006109677,0.00008104917,0.1162706],"genre_scores_gemma":[0.85919,0.0732954,0.000196075,0.003036924,0.001124927,0.00005084011,0.0002903449,0.00002029635,0.06279524],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2784765,"threshold_uncertainty_score":0.5537112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702679132936365,"score_gpt":0.217982029210377,"score_spread":0.2009552378810134,"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."}}