{"id":"W4380611409","doi":"10.46932/sfjdv4n3-019","title":"Qualified migration and International Students in the University of Alberta: expectative and motivations to study in Canada","year":2023,"lang":"en","type":"article","venue":"South Florida Journal of Development","topic":"Higher Education Teaching and Evaluation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citizenship; Immigration; Work (physics); Social capital; Qualitative research; Political science; Higher education; Capital (architecture); Sociology; International education; Pedagogy; Gender studies; Public relations; Social science; Geography; Engineering; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001472783,0.0002875298,0.0003749371,0.001457334,0.01312225,0.00518507,0.001153758,0.0007004854,0.002816116],"category_scores_gemma":[0.002788853,0.0002680749,0.0002509115,0.002871688,0.002668505,0.0007586202,0.003387477,0.001692876,0.0002523002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03169997,"about_ca_system_score_gemma":0.07094992,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9862177,"about_ca_topic_score_gemma":0.9952641,"domain_scores_codex":[0.9982898,0.0002214297,0.00003663774,0.0001071266,0.0004641395,0.0008808392],"domain_scores_gemma":[0.9959928,0.0002923911,0.0002737641,0.00003308806,0.000965438,0.002442489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001966659,0.0003773496,0.4758154,0.0001197664,0.00002073609,0.001041182,0.4867485,0.0001321997,0.001021853,0.002701879,0.004429556,0.02739491],"study_design_scores_gemma":[0.000006119349,0.00006123549,0.230619,0.0001025003,0.000007830498,0.00009879773,0.7608834,0.0001265619,0.0001467122,0.0001288631,0.007779357,0.00003970744],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957132,0.0002824704,0.0000359494,0.0007493335,0.00002174529,0.00002096666,0.00008227345,0.000002763323,0.003091253],"genre_scores_gemma":[0.995374,0.0004566705,0.00007423441,0.0002354083,0.000004511784,0.00001223336,0.00008160913,0.000004190852,0.003757181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03169997,"threshold_uncertainty_score":0.2300004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04895730445926413,"score_gpt":0.3488385788804365,"score_spread":0.2998812744211724,"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."}}