{"id":"W2594547650","doi":"10.1108/ijem-11-2015-0158","title":"Exploring factors influencing international students’ decision to choose a higher education institution","year":2017,"lang":"en","type":"article","venue":"International Journal of Educational Management","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health PEI; University of Prince Edward Island","funders":"","keywords":"Institution; Medical education; Visitor pattern; Higher education; Psychology; Population; Public relations; Political science; Medicine; Sociology; Computer science; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002473431,0.0002202165,0.0002309396,0.0009371441,0.001542483,0.003464933,0.0004749781,0.0004705146,0.005039414],"category_scores_gemma":[0.008037745,0.0001588725,0.0003163769,0.001046361,0.0009112652,0.0008816927,0.001589357,0.001031203,0.0004807567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009319866,"about_ca_system_score_gemma":0.002009107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008249144,"about_ca_topic_score_gemma":0.01943463,"domain_scores_codex":[0.9983727,0.000435442,0.000138128,0.0001204949,0.000483511,0.0004496464],"domain_scores_gemma":[0.9916068,0.001631025,0.002065967,0.0001893888,0.0009879782,0.00351889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009663185,0.0002897669,0.9641343,0.00006084064,0.00003360635,0.0002430321,0.01551662,0.00006485137,0.000658765,0.0005448306,0.0008686745,0.01748803],"study_design_scores_gemma":[0.00001473784,0.0002565062,0.8462107,0.0001268124,0.00004249645,0.0001918193,0.145275,0.0004931858,0.0005575799,0.0004944942,0.006289247,0.00004733249],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973558,0.00007200213,0.0001044538,0.0002308898,0.0000104849,0.00001585625,0.00003059717,0.000002003033,0.002177921],"genre_scores_gemma":[0.9988284,0.0001051529,0.0001861885,0.00009368404,0.000006580853,0.00001100081,0.00004233736,0.00000252508,0.0007242111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008249144,"threshold_uncertainty_score":0.01685858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1282312163358172,"score_gpt":0.4356481193198155,"score_spread":0.3074169029839983,"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."}}