{"id":"W2981621009","doi":"10.5206/cie-eci.v48i1.9334","title":"Researching Education in the Age of Transnational Migration: Towards a New Research Agenda","year":2019,"lang":"en","type":"article","venue":"Comparative and International Education","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Transnationalism; Dialogic; Sociology; Context (archaeology); Nationalism; Expansive; Immigration; Gender studies; Identity (music); Citizenship; Economic geography; Political science; Pedagogy; Geography; Politics; Law; Aesthetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001138638,0.00006945137,0.00009667405,0.000261716,0.000172812,0.000148225,0.0003378275,0.00004762022,0.0003881126],"category_scores_gemma":[0.0003333122,0.0000554168,0.0000346631,0.0004475486,0.0001757796,0.0004286291,0.00001894817,0.000202364,0.00002725313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001740061,"about_ca_system_score_gemma":0.003012572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008413012,"about_ca_topic_score_gemma":0.005072647,"domain_scores_codex":[0.9983497,0.0004586584,0.0002334117,0.0001875464,0.0006261448,0.0001445236],"domain_scores_gemma":[0.9985322,0.0002133271,0.00007064637,0.0001088842,0.001018296,0.00005663271],"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":[0.00003241323,0.0004646397,0.00594763,0.00001218715,0.00001375702,1.036234e-7,0.3069405,0.00001477828,0.000911224,0.6066261,0.06429861,0.01473806],"study_design_scores_gemma":[0.0002089294,0.00003273636,0.1884778,0.00004396612,0.000003150672,0.000001733346,0.1317745,0.00006906945,0.0001080848,0.009758051,0.6694425,0.0000794568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.850584,0.0004000239,0.00001839909,0.04139128,0.001182673,0.0005141177,0.000004206204,0.000006345988,0.1058989],"genre_scores_gemma":[0.9714165,0.0001098587,0.0004888616,0.0005656317,0.0002821907,0.00004638453,0.0001381392,0.000002702364,0.02694967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6051439,"threshold_uncertainty_score":0.99819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3181729010592439,"score_gpt":0.5594456441894672,"score_spread":0.2412727431302233,"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."}}