{"id":"W4321767512","doi":"10.1016/j.jrurstud.2023.01.022","title":"Hukou transfer intention of rural migrants with settlement intention in China: How cities’ administrative level matters","year":2023,"lang":"en","type":"article","venue":"Journal of Rural Studies","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"China; Demographic economics; Settlement (finance); Marital status; Business; Multilevel model; Work (physics); Geography; Economic growth; Economic geography; Economics; Sociology; Population; Demography","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":[0.0006619483,0.0001067076,0.0002865273,0.0001957839,0.0001467716,0.00003716025,0.0001144277,0.00003710164,0.00003614456],"category_scores_gemma":[0.00007690708,0.00007478036,0.0001095774,0.0004544922,0.0002127289,0.0003205334,0.00001509732,0.0001463022,0.000001789618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001388051,"about_ca_system_score_gemma":0.00006882155,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000386617,"about_ca_topic_score_gemma":0.02990865,"domain_scores_codex":[0.9987675,0.0001458622,0.0003752884,0.00005043907,0.0004695573,0.0001913286],"domain_scores_gemma":[0.9992909,0.00005538137,0.00021331,0.00004091867,0.00035211,0.00004737942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001152471,0.0003474215,0.196492,0.0002867642,0.001346066,0.00007005468,0.7454806,0.0002367323,0.005282852,0.01199364,0.02361405,0.0136974],"study_design_scores_gemma":[0.0009447164,0.0004257834,0.1939701,0.0005520493,0.00005093222,0.000005408677,0.8022668,0.00004100196,0.0002094223,0.0005394225,0.0008750763,0.0001192442],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732712,0.000197245,0.0003526923,0.02558482,0.0003045975,0.0001508646,0.0000402026,0.00001085031,0.0000875548],"genre_scores_gemma":[0.9965817,0.00202805,0.00006068507,0.00008965842,0.00004740202,0.00000532883,0.000007658566,0.000005786334,0.001173774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05678628,"threshold_uncertainty_score":0.987793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06442833733811246,"score_gpt":0.3439090127120401,"score_spread":0.2794806753739276,"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."}}