{"id":"W2327175236","doi":"10.5509/2014874715","title":"Transnational Migrant Advocacy From Japan: Tipping the Scales in the Policy-making Process","year":2014,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Political science; Migrant workers; Policy making; Demographic economics; Economic growth; Public administration; Economics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001838582,0.0001339383,0.0001367264,0.0001355398,0.0007874344,0.0002515024,0.0006802171,0.0000820105,0.00008307536],"category_scores_gemma":[0.0004163251,0.00009257675,0.00009768892,0.0008096671,0.0004461379,0.0004094,0.00001018054,0.0001943199,0.00002215099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145951,"about_ca_system_score_gemma":0.0003396118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002827088,"about_ca_topic_score_gemma":0.07716908,"domain_scores_codex":[0.9976597,0.0004791292,0.0002919838,0.0002699526,0.0009788263,0.0003203822],"domain_scores_gemma":[0.9985991,0.0009028914,0.0001049931,0.0002075681,0.0001386929,0.00004682599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000956481,0.00007505971,0.01116594,0.000008452564,0.00001434836,6.588858e-7,0.2214966,0.0002854765,0.00002918331,0.7654551,0.0001940037,0.001265627],"study_design_scores_gemma":[0.0003772128,0.00001481682,0.1567865,0.00003503562,0.0000248107,0.000001314176,0.6497756,0.001071002,0.00002247708,0.167346,0.02426747,0.000277737],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4619509,0.0001881344,0.004105285,0.1435427,0.0004958313,0.001094328,0.00007492637,0.000176259,0.3883717],"genre_scores_gemma":[0.999049,0.00001268418,0.0001072154,0.0001472071,0.0004906501,0.00006495768,0.00003766523,0.0000116415,0.00007897081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.598109,"threshold_uncertainty_score":0.9396702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730735584036103,"score_gpt":0.3022382389261371,"score_spread":0.2849308830857761,"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."}}