{"id":"W7164917963","doi":"10.1080/17153379.2011.12559194","title":"Migration and Transnationalism: Pacific Perspectives.","year":2011,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pacific Rim; Pacific Area; New guinea; Immigration","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":[0.0009685253,0.0003661877,0.0002570006,0.001599258,0.00261685,0.005356074,0.0005413544,0.001888595,0.00951106],"category_scores_gemma":[0.001775248,0.0001356149,0.0002435471,0.00303095,0.009790669,0.005190718,0.002896586,0.002615421,0.0003136266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001829658,"about_ca_system_score_gemma":0.003043286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03809933,"about_ca_topic_score_gemma":0.06953035,"domain_scores_codex":[0.9995725,0.000250872,0.00001267744,0.00003806698,0.00004826789,0.00007772222],"domain_scores_gemma":[0.9992377,0.0003885678,0.00006950514,0.00004747566,0.00009879436,0.0001581721],"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":[0.00003179894,0.00005770766,0.006955816,0.0003282164,0.00003112014,0.0003721829,0.02220879,0.0003265454,0.0001057853,0.907715,0.01937019,0.04249683],"study_design_scores_gemma":[0.00001929398,0.00005643425,0.03511207,0.002307606,0.00007846478,0.0004999313,0.1165833,0.001034782,0.0002055282,0.4649338,0.3791366,0.0000323044],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06385176,0.2057358,0.002126061,0.2215677,0.00140284,0.00001417682,0.0001749271,0.00003189462,0.5050948],"genre_scores_gemma":[0.8331249,0.1354334,0.0009127874,0.006290726,0.001136843,0.0000270524,0.00006568422,0.00002410461,0.02298448],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03809933,"threshold_uncertainty_score":0.07575512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02491273860096018,"score_gpt":0.2464425727040438,"score_spread":0.2215298341030836,"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."}}