{"id":"W4384341582","doi":"10.1080/11926422.2023.2232475","title":"Diaspora and civil society: a commentary","year":2023,"lang":"en","type":"article","venue":"Canadian Foreign Policy Journal","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diaspora; Politics; Civil society; Political science; Southeast asia; Nationalism; Context (archaeology); Gender studies; Political economy; Sociology; Ethnology; Geography; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005029645,0.0000725663,0.00008760528,0.0002261097,0.001573603,0.0001868711,0.00013715,0.00006080635,0.0004120597],"category_scores_gemma":[0.00007704658,0.00006884052,0.00006736518,0.0005556109,0.0001868332,0.0001744786,0.00002349919,0.0001649421,0.00001093922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003895269,"about_ca_system_score_gemma":0.001178423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3796785,"about_ca_topic_score_gemma":0.4174756,"domain_scores_codex":[0.998964,0.0000530629,0.0001197171,0.0000888362,0.0001860842,0.0005883729],"domain_scores_gemma":[0.9987372,0.00004480853,0.00004381794,0.0000745483,0.00004734456,0.001052316],"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":[4.803487e-7,0.00000276635,0.004761824,7.806966e-7,0.00002456855,0.00002883819,0.008075189,9.135336e-7,0.000003542421,0.5565308,0.4281724,0.002397798],"study_design_scores_gemma":[0.0002274093,0.00001724406,0.03822763,0.00001170731,0.000008955718,0.00001349763,0.01739881,0.000009102153,0.000001571011,0.1205423,0.8234354,0.0001063262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.365231,0.0003421185,0.0000119616,0.08419807,0.0001911548,0.0002504878,0.000253425,0.00009317401,0.5494286],"genre_scores_gemma":[0.9573663,0.0008767879,0.00003793499,0.03814506,0.001276827,0.000003172275,0.000009608213,0.00001316223,0.002271103],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5921354,"threshold_uncertainty_score":0.9997262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02157104922874551,"score_gpt":0.2949729495003167,"score_spread":0.2734019002715711,"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."}}