{"id":"W3205095132","doi":"10.1007/s10775-021-09504-0","title":"Career expectations of international and domestic students in Canada","year":2021,"lang":"en","type":"article","venue":"International Journal for Educational and Vocational Guidance","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; University of Guelph; Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009140418,0.0002675606,0.0003841754,0.001403822,0.007365246,0.003837621,0.001142632,0.0009960922,0.004986557],"category_scores_gemma":[0.003313315,0.0002499924,0.0005201929,0.002151803,0.001253875,0.0005618213,0.00173163,0.001904698,0.0008611718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02661378,"about_ca_system_score_gemma":0.03604781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9747199,"about_ca_topic_score_gemma":0.9892032,"domain_scores_codex":[0.9984579,0.000134897,0.00004221938,0.00009246756,0.0003687458,0.0009037496],"domain_scores_gemma":[0.9902908,0.000348169,0.0005984971,0.00004514513,0.002203241,0.006514192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003556289,0.0003825093,0.9450202,0.00002706227,0.00002314167,0.0003736924,0.03399578,0.0002110843,0.0003018506,0.0008354922,0.0041567,0.01431685],"study_design_scores_gemma":[0.00001490363,0.0001468566,0.8828501,0.0000644134,0.0000104619,0.00008897232,0.1114322,0.0004348782,0.0001104433,0.00009590312,0.004701672,0.00004924627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957716,0.0001371364,0.0000159597,0.000486741,0.00001735478,0.000009647018,0.0002442758,0.000002932241,0.003314405],"genre_scores_gemma":[0.9949845,0.0001286827,0.00002183157,0.0001257584,0.000003763288,0.000005568901,0.0001889117,0.000005087932,0.004535781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02661378,"threshold_uncertainty_score":0.1930974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03590759496128546,"score_gpt":0.4116045847021906,"score_spread":0.3756969897409051,"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."}}