{"id":"W2587239487","doi":"","title":"A Study of the First Year International Students at a Canadian University: Challenges and Experiences with Social Integration/Une éTude Des éTudiants Internationaux De Première Année Dans Une Université Canadienne : Défis et Expériences Avec L'intégration Sociale","year":2014,"lang":"fr","type":"book-chapter","venue":"Comparative and international education","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Curriculum; Political science; Internationalization; Context (archaeology); International education; Globalization; Higher education; Library science; Sociology; Pedagogy; Geography; Business","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":[0.0003491893,0.0003143907,0.0003128087,0.0002634987,0.001170373,0.0001244068,0.0007119479,0.0001506064,0.0001643284],"category_scores_gemma":[0.00005216751,0.0002874795,0.00006178993,0.0002364536,0.001118256,0.000658247,0.0001790345,0.0002124455,0.000006434647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002490631,"about_ca_system_score_gemma":0.001657137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08427636,"about_ca_topic_score_gemma":0.949657,"domain_scores_codex":[0.9980561,0.0001856622,0.0003517134,0.0005138284,0.0006337243,0.0002590327],"domain_scores_gemma":[0.9979545,0.0001151423,0.0005884459,0.0001341038,0.001000808,0.0002069687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006826456,0.0002779978,0.1397342,0.0000121998,0.0002858204,0.0000026158,0.7302705,0.00001350833,0.000003020673,0.1246919,0.0007508118,0.003889149],"study_design_scores_gemma":[0.0004545667,0.0001245734,0.4624894,0.0002167894,0.00005831908,0.000008200368,0.5058969,0.00002945122,0.00001031456,0.0005184332,0.02996932,0.0002237432],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525448,0.0002814726,0.00004812228,0.0106428,0.00110689,0.0005279366,0.0000536927,0.00001117484,0.03478313],"genre_scores_gemma":[0.9707508,0.001187155,0.0001308673,0.00009701152,0.0002405458,0.00004432074,0.00006342549,0.00001493911,0.02747091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8653806,"threshold_uncertainty_score":0.9999577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0391276121488783,"score_gpt":0.3030229368466308,"score_spread":0.2638953246977525,"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."}}