{"id":"W2750864587","doi":"10.47678/cjhe.v47i2.187965","title":"The Importance of University Students’ Perceived Ability to Balance Multiple Roles: A Comparison of Students with and without Disabilities","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; Toronto Metropolitan University","funders":"","keywords":"Psychology; Perception; Balance (ability); Curriculum; Academic achievement; Medical education; Time management; Higher education; Adaptation (eye); Learning disability; Learning development; Pedagogy; Developmental psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007229318,0.00006098374,0.0001650303,0.00004312984,0.0006194422,0.000117075,0.0006177283,0.00002757904,0.00005949839],"category_scores_gemma":[0.0004537248,0.00004758483,0.00003069101,0.00006344206,0.0008240772,0.0002080992,0.00001786979,0.00007030556,7.263574e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003391085,"about_ca_system_score_gemma":0.001631665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02484351,"about_ca_topic_score_gemma":0.3346671,"domain_scores_codex":[0.9990459,0.0001464144,0.0002365641,0.00009926088,0.0003289983,0.0001428262],"domain_scores_gemma":[0.9984932,0.0001225976,0.0003702932,0.0002706627,0.000399155,0.0003440774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004533701,0.0001489526,0.9581059,0.00001239362,0.00001724593,4.950466e-8,0.0399898,0.00000415434,0.00000868099,0.0004757252,0.0009275869,0.0002641524],"study_design_scores_gemma":[0.0001896497,0.0000659399,0.8845263,0.00005350216,0.00001874877,2.261026e-7,0.09960396,3.950386e-7,0.000006046875,0.0001213786,0.01536888,0.00004495544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941911,0.0001462466,0.000001840275,0.004402369,0.0003994873,0.0002164473,0.000006475333,0.000001437591,0.0006346148],"genre_scores_gemma":[0.9976719,0.00001302309,0.00009878625,0.00004771192,0.00006093765,0.000001790955,5.833775e-7,0.000003357836,0.002101897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3098236,"threshold_uncertainty_score":0.9816501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03578488284006713,"score_gpt":0.3740144810826382,"score_spread":0.3382295982425711,"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."}}