{"id":"W4416534840","doi":"10.1080/03075079.2025.2591379","title":"The myth of work-study balance: student strategies and the limits of resilience","year":2025,"lang":"en","type":"article","venue":"Studies in Higher Education","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Higher education; Resilience (materials science); Mythology; Psychological resilience; Qualitative research; Perspective (graphical)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005451998,0.00006804989,0.0001690583,0.00004479143,0.0001245394,0.00001125352,0.0001877561,0.00002034192,0.000006453716],"category_scores_gemma":[0.00002810833,0.00003609751,0.00001602948,0.0003613367,0.0006214841,0.00004828077,0.00005763134,0.00008180679,0.000001311747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003882258,"about_ca_system_score_gemma":0.0001097793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001624972,"about_ca_topic_score_gemma":0.00007903779,"domain_scores_codex":[0.9990986,0.0002119023,0.0002929716,0.0001503584,0.0001227245,0.00012345],"domain_scores_gemma":[0.9990348,0.0004943893,0.0001183997,0.0002702772,0.00007263716,0.000009512414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004600149,0.001045678,0.664699,0.000115063,0.0001440736,3.920661e-7,0.1010453,0.00001071006,0.00001478749,0.2028242,0.009079398,0.02056137],"study_design_scores_gemma":[0.0004185539,0.00007887059,0.7238685,0.00007977121,0.00001416347,1.627523e-7,0.2722927,1.164083e-7,0.000009998676,0.0023216,0.0008926389,0.00002288606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456509,0.03069216,5.868457e-7,0.003894094,0.002174052,0.000616932,3.49303e-7,0.000003799985,0.01696714],"genre_scores_gemma":[0.9924175,0.001808876,0.000008584688,0.0002136504,0.00003490315,0.0002349179,2.122063e-7,0.00000221913,0.005279118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2005026,"threshold_uncertainty_score":0.2289884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06279537560023947,"score_gpt":0.4981853991543218,"score_spread":0.4353900235540824,"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."}}