{"id":"W818105492","doi":"","title":"The Role of Language in Processes of Internationalization in Two Diverse Contexts in Ontario: Considering Multiple Voices from within and outside/Le Rôle De la Langue Dans Les Processus D'internationalisation: Prendre En Considération Les Voix Multiples De L'intérieur et De L'extérieur De Deux Contextes éDucatifs En Ontario","year":2012,"lang":"fr","type":"book-chapter","venue":"Comparative and international education","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internationalization; Sociology; Humanities; Globalization; Citizenship; Ethnology; Political science; Politics; Philosophy","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":[0.0009333917,0.0002747477,0.0003371178,0.0003484112,0.0001687481,0.0001791824,0.0002182308,0.0001437789,0.0002198997],"category_scores_gemma":[0.001010322,0.0002704355,0.00004703554,0.00003627582,0.0004361169,0.0005290308,0.00007878921,0.0005781633,0.000001011769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008879073,"about_ca_system_score_gemma":0.00195259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8116454,"about_ca_topic_score_gemma":0.9862399,"domain_scores_codex":[0.9981301,0.0005247464,0.0006658313,0.0003010031,0.0001937038,0.0001846201],"domain_scores_gemma":[0.9959788,0.00286018,0.000652921,0.0001022437,0.0003472079,0.00005864547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008210973,0.0001503691,0.4760723,0.00005367676,0.00007329936,0.000001530724,0.3919123,0.001109678,0.0007324292,0.1281707,0.000006131087,0.001635487],"study_design_scores_gemma":[0.001644031,0.00005602421,0.5988121,0.002034913,0.00006514588,0.00003344499,0.3687079,0.005835812,0.002674369,0.008372654,0.01139082,0.0003727596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786211,0.005014416,0.0003135319,0.0002436509,0.0001892404,0.0003493348,0.000110354,0.00001239747,0.01514595],"genre_scores_gemma":[0.991634,0.000154043,0.0007993693,0.00004958428,0.000168869,0.00008928746,0.0004066793,0.00002336424,0.00667481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1745944,"threshold_uncertainty_score":0.9999748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03645468825910921,"score_gpt":0.3148582519102172,"score_spread":0.278403563651108,"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."}}