{"id":"W2491472914","doi":"10.1142/9789814287814_0012","title":"Demography, Migration, and Regional Income Disparity","year":2011,"lang":"en","type":"book-chapter","venue":"Series on contemporary China","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Geography; Demographic economics; Economic geography; Demography; Economics; Sociology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003112495,0.0002997683,0.0003308828,0.0001610356,0.0005492501,0.00010628,0.0002256342,0.0003901212,0.0004962408],"category_scores_gemma":[0.00003471713,0.0002851115,0.0001319592,0.00006263723,0.0007492405,0.0004014768,0.0000456559,0.0003638182,0.00003113973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003924946,"about_ca_system_score_gemma":0.0003198194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001963107,"about_ca_topic_score_gemma":0.05707917,"domain_scores_codex":[0.9986487,0.0000870235,0.0003222928,0.0003836249,0.0003787033,0.0001796595],"domain_scores_gemma":[0.9990888,0.00005183168,0.0002681862,0.0002829864,0.0001105171,0.0001977082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000885078,0.00001773764,0.004212284,0.00002184504,0.00004382886,0.000009410131,0.005519434,1.247045e-7,4.82599e-7,0.9737714,0.01569369,0.0006212595],"study_design_scores_gemma":[0.0001324907,0.0001174102,0.006891464,0.0001034222,0.0000131128,0.00000178629,0.0001903708,0.0000032149,6.327508e-7,0.1233833,0.8688383,0.0003245667],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003616487,0.001454183,0.00003133194,0.005720197,0.000373273,0.0004189429,0.0001494553,0.0001610564,0.9880751],"genre_scores_gemma":[0.2383158,0.00521777,0.0001019025,0.0008780446,0.0003637592,0.00001465377,0.000269609,0.00004708891,0.7547914],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8531446,"threshold_uncertainty_score":0.9999601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02865696157489902,"score_gpt":0.2500875572457278,"score_spread":0.2214305956708288,"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."}}