{"id":"W4414334772","doi":"10.1017/s0305741025101379","title":"Contesting Inequalities: Mediated Labor Activism and Rural Migrant Workers in China Siyuan Yin. Stanford, CA: Stanford University Press, 2025. 257 pp. $30.00 (pbk). ISBN 9781503642560","year":2025,"lang":"en","type":"article","venue":"The China Quarterly","topic":"China's Socioeconomic Reforms and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"China; Migrant workers; Rural area","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":[],"consensus_categories":[],"category_scores_codex":[0.001150331,0.0003104582,0.0004856886,0.00007172735,0.0008673409,0.0002063776,0.0006198434,0.0001760641,0.0001329547],"category_scores_gemma":[0.0002012179,0.0002245848,0.0001044194,0.0004212047,0.000592996,0.000785663,0.0000794433,0.0005147777,0.00001077276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005816097,"about_ca_system_score_gemma":0.0005789992,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1822177,"about_ca_topic_score_gemma":0.03555216,"domain_scores_codex":[0.9978876,0.000335059,0.0004448291,0.0003622664,0.0003091589,0.0006610624],"domain_scores_gemma":[0.9985246,0.0005840433,0.0003340345,0.0003560666,0.00005571749,0.0001455607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001974937,0.0003262948,0.1435989,0.0003281052,0.0004067697,0.0001119702,0.7073599,0.00009505279,0.0001166945,0.07954448,0.02877614,0.03736073],"study_design_scores_gemma":[0.004657669,0.0005230847,0.4749781,0.0007050519,0.00007888694,0.00000344068,0.3275043,0.001260137,0.00001429686,0.01142422,0.1779171,0.0009337367],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794661,0.001401086,0.00005120279,0.005683809,0.0004060634,0.0006304757,0.0001799927,0.0001043087,0.01207697],"genre_scores_gemma":[0.9826741,0.001320241,0.00003414364,0.0001751953,0.0001147155,0.00001074749,0.00001401006,0.00001795371,0.01563889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3798555,"threshold_uncertainty_score":0.9820465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009009960407267063,"score_gpt":0.243130003549521,"score_spread":0.2341200431422539,"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."}}