{"id":"W3121919282","doi":"10.2139/ssrn.1806731","title":"Impacts of Climate Change on the People's Republic of China's Grain Output - Regional and Crop Perspective","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Perspective (graphical); Climate change; China; Crop; Geography; Agricultural economics; Political science; Economics; Forestry; Law","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":[0.0004957937,0.0004603954,0.0003849809,0.001387603,0.0004554763,0.001243921,0.0003784971,0.0004372644,0.003283451],"category_scores_gemma":[0.0005302873,0.000163938,0.0007578795,0.002274231,0.0006776235,0.0006482691,0.0007149108,0.0004046791,0.0001520828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00307172,"about_ca_system_score_gemma":0.002278491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1577067,"about_ca_topic_score_gemma":0.1742417,"domain_scores_codex":[0.9997602,0.00004659125,0.0000126759,0.00003442586,0.00005031229,0.00009587541],"domain_scores_gemma":[0.9997322,0.00004484799,0.00006315907,0.00001517692,0.00009322776,0.00005136609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007703086,0.000137397,0.8044899,0.0007511011,0.001515544,0.00419128,0.001836804,0.05599365,0.01171161,0.04277745,0.009320694,0.06650432],"study_design_scores_gemma":[0.00003019987,0.0001301213,0.9701813,0.0000536158,0.0004196948,0.0002330204,0.001299227,0.01010332,0.001129863,0.004629034,0.01175146,0.00003914738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611667,0.00404932,0.0006122574,0.005179908,0.0001222261,0.00001503514,0.002425733,0.00004378951,0.02638502],"genre_scores_gemma":[0.9966307,0.00160078,0.0001069021,0.0002005664,0.00004332356,0.000003705075,0.0002878952,0.000006187119,0.001119896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1577067,"threshold_uncertainty_score":0.3135776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04427973882088745,"score_gpt":0.2469079768770268,"score_spread":0.2026282380561394,"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."}}