{"id":"W1514425640","doi":"10.3968/j.css.1923669720130904.2610","title":"Poverty Alleviation and Development Path Analysis: A Case Study on Rocky Desertification Area of in Yunnan Guangxi Guizhou Province in China","year":2013,"lang":"en","type":"article","venue":"Canadian social science","topic":"Remote Sensing and Land Use","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Desertification; China; Poverty; Geography; Sustainable development; Bottleneck; Environmental protection; Socioeconomics; Economic growth; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004901415,0.00006744981,0.0001198186,0.0003807564,0.0002085894,0.00006472434,0.0001086478,0.00003199047,0.00003106564],"category_scores_gemma":[0.00005804078,0.00005481523,0.00001137301,0.001024687,0.00006628985,0.0001852459,0.000004520693,0.00006400931,0.000005851387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006699941,"about_ca_system_score_gemma":0.0004610537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5566873,"about_ca_topic_score_gemma":0.919278,"domain_scores_codex":[0.9990943,0.00005534289,0.0001812706,0.0002333301,0.0001990772,0.0002366603],"domain_scores_gemma":[0.9996408,0.00001939684,0.00005933416,0.00008830403,0.00003666641,0.0001554941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002300595,0.00001628362,0.9279992,0.000002016447,0.00000383895,0.00004228596,0.006898305,0.0001081471,0.00001475008,0.000004224088,0.00001491944,0.06489373],"study_design_scores_gemma":[0.0001038647,0.00003494013,0.9873864,0.000006804305,0.000004788501,0.000003182154,0.005233399,0.007065453,0.00001430295,0.00001297702,0.00005922343,0.00007466196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973155,0.00001390045,0.00000934909,0.0001282403,0.00002581635,0.0002506525,0.000005033958,0.000003960262,0.002247578],"genre_scores_gemma":[0.9997791,0.000001841563,0.00008796652,0.00008745055,0.000007811483,7.403527e-7,0.000008018288,9.71783e-7,0.00002610887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3625906,"threshold_uncertainty_score":0.4462647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02009872189660773,"score_gpt":0.223824572433646,"score_spread":0.2037258505370383,"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."}}