{"id":"W4244404116","doi":"10.22215/etd/2015-10960","title":"Social Identity and Mental Health: Group Membership as a Buffer for Stress in University","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Psychology; Loneliness; Social connectedness; Optimism; Mental health; Anxiety; Clinical psychology; Social support; Social identity theory; Stressor; Coping (psychology); Social psychology; Developmental psychology; Social group; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0008466226,0.0001802078,0.0002164805,0.0005177633,0.001338598,0.001463351,0.0003384074,0.0004067836,0.002936927],"category_scores_gemma":[0.00263623,0.0001563584,0.0001826513,0.0003518219,0.0007155154,0.0006661507,0.001803125,0.0007841401,0.0001056747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009141819,"about_ca_system_score_gemma":0.001498681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007181388,"about_ca_topic_score_gemma":0.02081681,"domain_scores_codex":[0.9996318,0.0001525639,0.00001286504,0.00002962473,0.0000553628,0.000117748],"domain_scores_gemma":[0.9984295,0.0001791529,0.0004057522,0.00003452902,0.00005188474,0.0008991701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003530736,0.001258017,0.9559491,0.00004880032,0.00006529856,0.0001465209,0.01148856,0.00007079863,0.001121174,0.0007503297,0.0004377022,0.02831066],"study_design_scores_gemma":[0.00001685789,0.0002307001,0.9832049,0.00005408479,0.0000339572,0.00007211474,0.01528633,0.0001572627,0.0001858402,0.0003546651,0.0003957432,0.00000767835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992024,0.0001270713,0.00001263754,0.000203011,0.000004099269,0.000003448683,0.00000737625,4.584818e-7,0.0004395775],"genre_scores_gemma":[0.9996819,0.00008796385,0.00003193612,0.00002579632,0.000003923517,0.000002917331,0.000008353876,2.882971e-7,0.0001568918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007181388,"threshold_uncertainty_score":0.01427913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04776491551124096,"score_gpt":0.3636246778304421,"score_spread":0.3158597623192011,"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."}}