{"id":"W4416728661","doi":"10.1111/ejed.70334","title":"The Influence of Traits of Resilience and Internalising Symptoms of Mental Health on the Transition From Secondary to Post‐Secondary in Canada","year":2025,"lang":"en","type":"article","venue":"European Journal of Education","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Mental health; Locus of control; Path analysis (statistics); Psychological resilience; Academic achievement; Anxiety; Big Five personality traits","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":[0.000783749,0.00005670888,0.0001342712,0.0001021287,0.00005325679,0.000005693737,0.0002050854,0.000007685499,0.0000250087],"category_scores_gemma":[0.00004212848,0.00003767835,0.00002295255,0.0001497619,0.00006701181,0.00006018252,0.00001203759,0.0001754285,4.560133e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001443051,"about_ca_system_score_gemma":0.001750149,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09850032,"about_ca_topic_score_gemma":0.04967059,"domain_scores_codex":[0.9986062,0.0004873494,0.0005954364,0.00008532617,0.0001287358,0.00009692687],"domain_scores_gemma":[0.9991454,0.0001863441,0.0004230525,0.0001110935,0.00008181732,0.00005227209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00106822,0.0002746171,0.01040122,0.0001149142,0.00004991062,0.000004158045,0.05639154,0.0002897224,0.02059712,0.00111289,0.003198806,0.9064969],"study_design_scores_gemma":[0.0002877463,0.000546517,0.974477,0.001025659,0.000004184631,0.00001239009,0.02148741,0.000002523442,0.001760752,0.00008407958,0.0002835655,0.00002814931],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923611,0.0009673448,0.00001922341,0.004779137,0.0004160086,0.0001485199,0.00002634008,4.913123e-7,0.001281843],"genre_scores_gemma":[0.9980915,0.00006417424,0.00004020462,0.001742368,0.00002140357,6.939853e-7,0.000001534723,0.000003922929,0.00003419319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9640758,"threshold_uncertainty_score":0.9676704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007546330314402381,"score_gpt":0.3122104403748988,"score_spread":0.3046641100604964,"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."}}