{"id":"W2034229905","doi":"10.1177/0268580911423053","title":"Canadian development workers, transnational encounters and cultures of cosmopolitanism","year":2011,"lang":"en","type":"article","venue":"International Sociology","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Cosmopolitanism; Sociology; Sociality; Ambivalence; Gender studies; Object (grammar); Political science; Law; Social psychology; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004283468,0.00007715853,0.00009975347,0.0001514776,0.0002254903,0.00001574626,0.000253773,0.0001271812,0.001290675],"category_scores_gemma":[0.00007121147,0.00008275336,0.0000410426,0.00006005255,0.0005739799,0.000212142,0.0000108655,0.00007924618,0.00001220814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004475506,"about_ca_system_score_gemma":0.0008088092,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1075968,"about_ca_topic_score_gemma":0.4800001,"domain_scores_codex":[0.9990417,0.00007935351,0.000235416,0.0001587182,0.0003025677,0.0001822656],"domain_scores_gemma":[0.9993517,0.00008038868,0.00007986496,0.00004210883,0.0003266117,0.0001192768],"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":[0.000006648408,0.00002917326,0.1515632,0.00000187765,0.00006957487,0.00000166811,0.04423526,0.000001556658,0.00002608783,0.8031031,0.0007920449,0.00016975],"study_design_scores_gemma":[0.0002757177,0.00001387503,0.7936566,0.000006142182,0.00001139905,0.000001915042,0.009755784,0.000005930545,0.0001488863,0.1027986,0.09317602,0.0001490636],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9145185,0.00008131182,0.0004396702,0.009259593,0.000734126,0.0001596175,0.0000964635,0.00002810649,0.07468256],"genre_scores_gemma":[0.9965142,0.00002063493,0.001978556,0.0004011606,0.00006859321,0.0000147402,0.00008487251,0.000005256532,0.000911969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7003045,"threshold_uncertainty_score":0.9996223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03412300217563651,"score_gpt":0.3104415841960342,"score_spread":0.2763185820203977,"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."}}