{"id":"W4402411914","doi":"10.20935/mhealthwellb7328","title":"Adjustment to university by students in Canada, Spain, and Ecuador: distress and identity issues","year":2024,"lang":"en","type":"article","venue":"Academia Mental Health and Well-Being","topic":"Resilience and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Distress; Identity (music); Psychology; Sociology; Gender studies; Political science; Clinical psychology; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006558992,0.000298717,0.0003922403,0.001010932,0.002462805,0.002126254,0.0006463921,0.0004881118,0.001612083],"category_scores_gemma":[0.002342911,0.0002062724,0.0002235621,0.001669861,0.0007265093,0.0004648403,0.001726867,0.0008293624,0.0001485062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005009129,"about_ca_system_score_gemma":0.004481702,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5221342,"about_ca_topic_score_gemma":0.6946473,"domain_scores_codex":[0.9994355,0.0001037214,0.00003200736,0.00005583066,0.00008730974,0.0002855458],"domain_scores_gemma":[0.9987094,0.0001210615,0.0003271221,0.00003341412,0.0002336441,0.0005753448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000724799,0.0001311362,0.9813352,0.00001799756,0.00001619418,0.00033289,0.009614346,0.00002947649,0.000144185,0.00006399702,0.0003155213,0.007926527],"study_design_scores_gemma":[0.000008827358,0.00006047606,0.9237247,0.00003523852,0.00001414863,0.0001395895,0.07494448,0.0001042673,0.00009968934,0.00003371223,0.0008252877,0.000009581185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996126,0.00008184096,0.000004867094,0.0000602888,0.000002773679,0.000003813914,0.0000239864,4.529979e-7,0.0002093443],"genre_scores_gemma":[0.9995205,0.0001228192,0.00001535969,0.0000393042,0.00000230453,0.000004502555,0.00004851838,7.156661e-7,0.0002460876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4778658,"threshold_uncertainty_score":0.96136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00769167209266788,"score_gpt":0.3557410076718862,"score_spread":0.3480493355792184,"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."}}