{"id":"W2945094718","doi":"10.1108/ijem-05-2018-0156","title":"School-aged children and decisions for studying abroad in Canada","year":2019,"lang":"en","type":"article","venue":"International Journal of Educational Management","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Reputation; Originality; Study abroad; Context (archaeology); China; Multiculturalism; Quality (philosophy); Psychology; Value (mathematics); Perception; Empirical research; International education; Public relations; Medical education; Pedagogy; Higher education; Political science; Economic growth; Sociology; Social psychology; Geography; Medicine; Social science; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005717681,0.0000732526,0.0001138765,0.0002509137,0.00008279838,0.00007952209,0.0004771804,0.00002004334,0.0005771451],"category_scores_gemma":[0.0002159963,0.00007128852,0.00005199101,0.00007767179,0.00002009299,0.0002294418,0.00006682508,0.00009208489,0.00001099942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004114,"about_ca_system_score_gemma":0.000719236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1888414,"about_ca_topic_score_gemma":0.4270354,"domain_scores_codex":[0.9985344,0.00004132511,0.0003526907,0.0001247817,0.0008079109,0.000138929],"domain_scores_gemma":[0.9988278,0.0004807567,0.0002085824,0.00004956049,0.0003519814,0.00008136235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001180185,0.0001529754,0.9457828,0.000004268506,0.0003390472,0.000004771676,0.003826336,0.000307219,0.000006853121,0.03940808,0.006434162,0.003615498],"study_design_scores_gemma":[0.001014416,0.0000210077,0.972603,0.00008804736,0.00001232278,0.000002913083,0.01326559,0.000008315451,0.000001822645,0.006869414,0.006028364,0.0000848343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777751,0.0003230083,0.00003371562,0.01366125,0.002229093,0.0003046822,0.00001076631,0.000001553229,0.005660838],"genre_scores_gemma":[0.9959655,0.0008033477,0.0007483959,0.0003173085,0.000586411,0.000008716098,0.00001160421,0.000005936689,0.001552807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.238194,"threshold_uncertainty_score":0.8165601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011745675504313,"score_gpt":0.3525662450836472,"score_spread":0.3324487883286041,"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."}}