{"id":"W2066786657","doi":"10.5509/201285169","title":"The Elementary School Teacher, the Thug and his Grandmother: Informal Brokers and Transnational Migration from Indonesia","year":2012,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Political science; Pedagogy; Sociology; Economic growth; Psychology; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007079784,0.00008425739,0.00006296037,0.00002368504,0.0009466083,0.0001537731,0.0001006259,0.00006126905,0.0001965265],"category_scores_gemma":[0.00003319506,0.0000511135,0.00002729977,0.0001089085,0.0003090407,0.0004188866,0.00001152206,0.0001255588,0.000005803307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003294002,"about_ca_system_score_gemma":0.00005323429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004886854,"about_ca_topic_score_gemma":0.01783683,"domain_scores_codex":[0.9991208,0.0001514902,0.0001496146,0.00009139384,0.0002782805,0.0002084752],"domain_scores_gemma":[0.9995235,0.000177666,0.00006179107,0.0000920474,0.00003108951,0.0001138818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009162004,0.00006459772,0.4117667,0.000005858898,0.00009533094,2.484109e-7,0.3294768,0.000007203076,0.0001518272,0.2204399,0.0066946,0.03120528],"study_design_scores_gemma":[0.0004797736,0.00001675318,0.101053,0.000003667852,0.00003264428,9.419209e-7,0.7071304,0.001114026,0.00001295137,0.000849592,0.1891516,0.0001547084],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9316477,0.001389314,0.000608963,0.01748345,0.0003151188,0.0004695955,0.0000486811,0.00005852092,0.04797871],"genre_scores_gemma":[0.9980627,0.0007243258,0.0001031099,0.0000659456,0.000174582,0.00002176453,0.00003191431,0.00000587707,0.0008097388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3776536,"threshold_uncertainty_score":0.9953371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007411594118206338,"score_gpt":0.2340521625708711,"score_spread":0.2266405684526647,"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."}}