{"id":"W2171356807","doi":"","title":"Managing migration: The global challenge.","year":2008,"lang":"en","type":"article","venue":"Population bulletin","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Developing country; Developed country; Emigration; Persecution; Population; Immigration; Development economics; Economic growth; Political science; Geography; Economics; Demography; Sociology; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002954048,0.0009676085,0.0005075234,0.0006853643,0.003019214,0.006243052,0.001564067,0.008324225,0.03892793],"category_scores_gemma":[0.005010871,0.000292675,0.0004132259,0.001060629,0.003846759,0.007458592,0.006691738,0.007500745,0.01772968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001904038,"about_ca_system_score_gemma":0.009265383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006547089,"about_ca_topic_score_gemma":0.01632088,"domain_scores_codex":[0.9983391,0.0005912033,0.0001043655,0.0001062386,0.0004884679,0.0003706446],"domain_scores_gemma":[0.9968436,0.0005600643,0.0002425479,0.0001302227,0.0006117878,0.001611828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006791484,0.00001623889,0.0001987468,0.0002102025,0.000003792343,0.0001082833,0.0009944021,0.00004118825,0.00006007206,0.01076488,0.8839899,0.1036056],"study_design_scores_gemma":[0.0000036127,0.00001896423,0.000835796,0.000642812,0.000002341389,0.0002545151,0.002104623,0.00002348394,0.00002062,0.005631196,0.990456,0.000005986734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0009401446,0.07126173,0.001118946,0.7945908,0.03424673,0.00005796642,0.0001820124,0.0003125609,0.09728912],"genre_scores_gemma":[0.0189909,0.1462265,0.003878559,0.5867609,0.02345048,0.0002708589,0.0004976923,0.0003333467,0.2195907],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03892793,"threshold_uncertainty_score":0.130227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02629640694155228,"score_gpt":0.2897428350823483,"score_spread":0.2634464281407961,"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."}}