{"id":"W185977203","doi":"","title":"ENGAGING DIASPORA COMMUNITIES IN' DEVELOPMENT: AN INVESTIGATION OF FILIPINO HOMETOWN ASSOCIATIONS IN CANADA","year":2006,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"United Nations Population Fund; United States Agency for International Development","keywords":"Outreach; Diaspora; Transaction cost; Business; Database transaction; Public relations; Focus group; Economic growth; Political science; Marketing; Finance; Economics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006637318,0.000204881,0.0003410522,0.001276935,0.000448552,0.00005129447,0.000558241,0.000247358,0.0001243563],"category_scores_gemma":[0.00008189256,0.0003051739,0.00005499254,0.001894754,0.0001115496,0.001025171,0.0000191477,0.0004223204,0.000002071271],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003404864,"about_ca_system_score_gemma":0.007530834,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9913567,"about_ca_topic_score_gemma":0.9999964,"domain_scores_codex":[0.9976464,0.0006057528,0.0004713877,0.0002437814,0.0007232631,0.0003094034],"domain_scores_gemma":[0.99858,0.0002962367,0.0004234678,0.0001849947,0.0004109784,0.0001042906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001393972,0.00005754076,0.9810366,0.00004256889,0.00002121745,0.00001119663,0.01387481,0.0005163659,0.000001296478,0.00365551,0.0004954137,0.0002735394],"study_design_scores_gemma":[0.0002542585,0.000004484477,0.5669516,0.00008304412,0.00002030367,2.023225e-10,0.428642,0.000020336,0.0001205629,0.0003092087,0.003379412,0.000214757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921803,0.00005763963,0.000005178012,0.00007483134,0.000265408,0.0002980085,0.0001593754,0.00003008987,0.006929204],"genre_scores_gemma":[0.988729,0.00007276131,0.000142571,0.00002594047,0.00002906464,0.000003214616,0.008526397,0.00001745827,0.00245362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4147672,"threshold_uncertainty_score":0.99994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245413860989219,"score_gpt":0.2380339981094497,"score_spread":0.2155798594995575,"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."}}