{"id":"W2495096380","doi":"10.1093/0199269009.003.0013","title":"International Migration, Identity, and Development in Oceania: A Synthesis of Ideas","year":2004,"lang":"en","type":"book-chapter","venue":"International Migration","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Economic geography; Globalization; Remittance; Scholarship; Population; Sociocultural evolution; Identity (music); Gender studies; Sociology; Genealogy; History; Political science; Anthropology","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":[0.002181707,0.0006682242,0.0004940143,0.003505372,0.002855016,0.009037802,0.0007182412,0.001526349,0.002641034],"category_scores_gemma":[0.001481523,0.0002184921,0.0002095735,0.00485155,0.01177444,0.005402863,0.002290492,0.003092152,0.0001808092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009909397,"about_ca_system_score_gemma":0.008151934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01498471,"about_ca_topic_score_gemma":0.01485795,"domain_scores_codex":[0.9994274,0.0003408914,0.00002877916,0.00005644987,0.00008893872,0.00005748781],"domain_scores_gemma":[0.9989974,0.0007822628,0.00004714552,0.00002861122,0.00008698081,0.00005760859],"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":[0.000007546958,0.00002672951,0.0004111648,0.0005950168,0.000006351177,0.0002219001,0.06476407,0.0003198988,0.00008408076,0.8878599,0.01199821,0.03370498],"study_design_scores_gemma":[0.000006501501,0.00002102175,0.002703315,0.005257051,0.00001394397,0.0001975568,0.09988359,0.0006102978,0.0001552911,0.1395397,0.7515901,0.00002167359],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.02854559,0.4148701,0.006510461,0.07510918,0.003080459,0.00007949527,0.0001157024,0.00005404979,0.471635],"genre_scores_gemma":[0.5211538,0.414625,0.006151309,0.007599784,0.00173665,0.0003125455,0.0001711387,0.00005375902,0.048196],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01498471,"threshold_uncertainty_score":0.07189798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231279033269864,"score_gpt":0.279916680134028,"score_spread":0.2576038898013294,"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."}}