{"id":"W3033319579","doi":"10.15388/im.2020.89.38","title":"The Paradigm of Migranomics","year":2020,"lang":"en","type":"article","venue":"Informacijos mokslai","topic":"Labor Market and Education","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Remittance; Homeland; Investment (military); Immigration; Developing country; Foreign direct investment; Human migration; Development economics; Business; Economics; Economic growth; Political science; Population; Sociology; Macroeconomics","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":[0.001470038,0.0003445049,0.000242194,0.001255254,0.0033438,0.003386343,0.0006115547,0.001263613,0.003423098],"category_scores_gemma":[0.001319126,0.00009151886,0.0003054473,0.0009599573,0.01251746,0.004535942,0.003045011,0.00225324,0.0003889157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003375673,"about_ca_system_score_gemma":0.002665883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002674817,"about_ca_topic_score_gemma":0.001980724,"domain_scores_codex":[0.9982328,0.001099056,0.00004684605,0.0002300747,0.0001857271,0.000205385],"domain_scores_gemma":[0.9994825,0.000157112,0.000101965,0.00006846144,0.0001014494,0.0000885591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002415804,0.000004627886,0.0002025174,0.000008369557,8.155775e-7,0.00004453357,0.002105603,0.00003510526,0.00002189214,0.9957678,0.0004664101,0.001339903],"study_design_scores_gemma":[0.00001034829,0.00003037642,0.0007642519,0.0001242819,0.000003773086,0.0002990106,0.008623138,0.0004969443,0.0001067069,0.796686,0.1928468,0.000008349843],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1398053,0.01490008,0.0292358,0.06695481,0.001143765,0.00007370048,0.0001744807,0.00004558852,0.7476664],"genre_scores_gemma":[0.9629213,0.003896726,0.005423125,0.002794777,0.0005464338,0.0001058817,0.000045194,0.00002324547,0.02424337],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003423098,"threshold_uncertainty_score":0.02449238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03498106548770395,"score_gpt":0.2030356781461105,"score_spread":0.1680546126584065,"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."}}