{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004326944,0.0001797689,0.0002368466,0.0003319834,0.0001426686,0.00009073707,0.000279093,0.0002137434,0.000745779],"category_scores_gemma":[0.0002036767,0.0001881024,0.00007144712,0.00004327801,0.0001572429,0.000348826,0.00008026246,0.0001457832,0.00003554418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004587569,"about_ca_system_score_gemma":0.0002727168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0019479,"about_ca_topic_score_gemma":0.09946914,"domain_scores_codex":[0.9982428,0.00002536169,0.000535135,0.0002785722,0.0007876509,0.0001305086],"domain_scores_gemma":[0.9990584,0.0001207207,0.0003243934,0.00008249167,0.0003712706,0.00004274342],"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":[0.00005198199,0.00006215047,0.00854202,0.00003215358,0.0002509365,0.00001417111,0.01739813,0.00004108591,0.00001452675,0.9598337,0.002289896,0.01146929],"study_design_scores_gemma":[0.0004704657,0.0000259559,0.005967818,0.0006537057,0.00003778977,0.000004279766,0.003122952,0.00005916884,0.00006407798,0.06736262,0.9217986,0.0004325904],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005406669,0.0003033924,0.0005300294,0.004036443,0.001217795,0.0003253689,0.00008491644,0.00003244575,0.9880629],"genre_scores_gemma":[0.9203537,0.003761136,0.0008061601,0.00005355582,0.0004946071,0.00003150777,0.0001561737,0.00002270662,0.0743205],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9195087,"threshold_uncertainty_score":0.9169632,"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."}}