{"id":"W4386956386","doi":"10.1057/s41599-023-02089-9","title":"Collective action improves elite-driven governance in rural development within China","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"China's Socioeconomic Reforms and Governance","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Government of Jiangsu Province; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Collective action; Elite; Corporate governance; Political science; Sustainable development; Economic growth; Politics; Economic system; Development economics; Political economy; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007841913,0.00009248251,0.00014479,0.00006171244,0.005295162,0.0002504089,0.0005977691,0.00006554517,0.00002952394],"category_scores_gemma":[0.00005596469,0.00008845101,0.00003742945,0.0004458888,0.001593586,0.0005578605,0.0002387952,0.0001683658,0.00001526233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006488006,"about_ca_system_score_gemma":0.0007065242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0107402,"about_ca_topic_score_gemma":0.1208207,"domain_scores_codex":[0.9989484,0.000127412,0.0002388134,0.000159527,0.0002323025,0.0002935283],"domain_scores_gemma":[0.999483,0.0001271141,0.0001873623,0.0001428271,0.00003603759,0.00002359965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000004294528,0.00003355938,0.006119741,0.000007745118,0.000009073156,2.746514e-7,0.5008143,0.00001226369,0.00003299497,0.4807808,0.0005053256,0.01167969],"study_design_scores_gemma":[0.0002813171,0.00002957295,0.6753632,0.0000455767,0.00000468482,3.434649e-7,0.1858535,0.0008848609,0.000008003356,0.02535829,0.111896,0.0002746412],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9215195,0.0002376623,0.000002802605,0.004330081,0.0001769993,0.0002293481,0.0000111774,0.0000760381,0.07341643],"genre_scores_gemma":[0.9904861,0.002318823,0.0002687319,0.0001895174,0.0000851918,0.00006904166,0.000008070743,0.00000573637,0.006568793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6692434,"threshold_uncertainty_score":0.9959998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09777246826477502,"score_gpt":0.3390621168749874,"score_spread":0.2412896486102123,"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."}}