{"id":"W7164921517","doi":"10.1080/17153379.2020.12559558","title":"Migrant Returns: Manila, Development, and Transnational Connectivity.","year":2020,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Immigration; Migrant workers","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000672273,0.000164226,0.0001434354,0.0009646523,0.002019227,0.003382942,0.0003683603,0.0004193702,0.007800237],"category_scores_gemma":[0.003238046,0.00007935546,0.000102832,0.001922288,0.002338483,0.002902913,0.003353608,0.001000557,0.0002539132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112485,"about_ca_system_score_gemma":0.002220305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02761561,"about_ca_topic_score_gemma":0.0540562,"domain_scores_codex":[0.9996001,0.0001821642,0.00000967162,0.00002356177,0.00003412797,0.0001504838],"domain_scores_gemma":[0.9990808,0.0002151194,0.0001892175,0.00004184231,0.0001146678,0.000358255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002219171,0.0003300166,0.2863872,0.0002398162,0.00007432895,0.002908391,0.1489007,0.0005900094,0.0003105343,0.3567043,0.01154478,0.1917879],"study_design_scores_gemma":[0.00001339318,0.0001274375,0.3415496,0.000525941,0.00005581282,0.000783435,0.5622022,0.0007228321,0.0002017201,0.02322285,0.0705668,0.00002819111],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8789799,0.003486374,0.0004323603,0.01119629,0.00008452147,0.00001773478,0.0001636581,0.00001318317,0.105626],"genre_scores_gemma":[0.9956247,0.00137937,0.00006132929,0.0001008799,0.00001960811,0.000006832338,0.00002526622,0.000002832084,0.002779185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02761561,"threshold_uncertainty_score":0.05490971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03405517101714487,"score_gpt":0.2653246220413302,"score_spread":0.2312694510241854,"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."}}