{"id":"W2115802615","doi":"10.21225/d50w2t","title":"Student Engagement and Study Abroad","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of University Continuing Education","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Study abroad; Student engagement; Psychology; Medical education; Pedagogy; Mathematics education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003267505,0.0003422579,0.0004635495,0.001749729,0.00194974,0.003565135,0.0006093636,0.0008982308,0.005719954],"category_scores_gemma":[0.01737491,0.0001662313,0.0005416446,0.001343545,0.001245366,0.00213925,0.005184366,0.002134383,0.0007936066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008598325,"about_ca_system_score_gemma":0.0009479767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003497356,"about_ca_topic_score_gemma":0.006767423,"domain_scores_codex":[0.9961219,0.001882251,0.0002937439,0.0002126209,0.0008128391,0.0006765506],"domain_scores_gemma":[0.9796896,0.005282141,0.005096089,0.0009307537,0.001993948,0.00700751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001366247,0.0009490453,0.9348938,0.00008958337,0.00009620027,0.0001592508,0.02604677,0.0001009972,0.0003447477,0.001082993,0.00129126,0.03480878],"study_design_scores_gemma":[0.00001423812,0.0006272543,0.9162493,0.0001642557,0.00004428153,0.0003427622,0.06715278,0.0002631162,0.0003213337,0.001057426,0.01371324,0.00004997086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847658,0.0003267525,0.000547039,0.000657003,0.0000600174,0.00004292491,0.0001361362,0.00001230499,0.01345207],"genre_scores_gemma":[0.997239,0.0001729124,0.0002005432,0.0001604462,0.00002708113,0.00003772878,0.0001714591,0.000006694516,0.001984083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005719954,"threshold_uncertainty_score":0.01913518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02284858864147231,"score_gpt":0.3521482840148783,"score_spread":0.329299695373406,"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."}}