{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002144422,0.00006980522,0.0001436567,0.00002970634,0.0000856575,0.00004401881,0.000229578,0.00003881247,0.000134689],"category_scores_gemma":[0.00008854222,0.00005990059,0.00006933536,0.0001650881,0.00005266884,0.0002036151,0.00003024727,0.00007959273,0.0003361315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001937871,"about_ca_system_score_gemma":0.00002566067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003690164,"about_ca_topic_score_gemma":0.000006388967,"domain_scores_codex":[0.999277,0.000003361043,0.0004478114,0.00009129389,0.00002373201,0.0001568146],"domain_scores_gemma":[0.9994687,0.0000391923,0.0002334405,0.0001771192,0.00001691699,0.00006457271],"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":[0.0001031573,0.00003267823,0.134495,0.00006112905,0.00008122192,3.751751e-7,0.007651825,0.0001549877,0.00001659015,0.815871,0.02871119,0.01282086],"study_design_scores_gemma":[0.00033757,0.00004492195,0.01989138,0.000002906762,0.000003521936,7.633654e-7,0.0001865121,0.003030474,0.0002758302,0.01233735,0.9637511,0.0001376875],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7367274,0.001517026,0.001115488,0.01707047,0.001157395,0.0003226706,0.0001156909,0.00006218019,0.2419117],"genre_scores_gemma":[0.9981999,0.0003060731,0.0001082763,0.0009023866,0.0001142056,0.000009848248,0.000008700782,0.000007588967,0.000343031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9350399,"threshold_uncertainty_score":0.4320403,"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."}}