{"id":"W2110478729","doi":"10.5539/ass.v11n15p159","title":"Resilience, Optimism and Social Support among International Students","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Resilience and Mental Health","field":"Psychology","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Optimism; Psychology; Social support; Psychological resilience; Scale (ratio); Test (biology); Resilience (materials science); Social psychology; Applied psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008676118,0.00008911892,0.000110855,0.00009867163,0.0005138183,0.0001235305,0.0006889768,0.00007158171,0.000181199],"category_scores_gemma":[0.0000236361,0.00008599256,0.00002647147,0.0003491847,0.001413249,0.000437984,0.0001926165,0.0001263262,0.0001523605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001651571,"about_ca_system_score_gemma":0.0002035908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001642378,"about_ca_topic_score_gemma":0.00002420178,"domain_scores_codex":[0.998095,0.00004745018,0.0001739477,0.0003789148,0.0008712916,0.0004333308],"domain_scores_gemma":[0.9995136,0.000008738245,0.00008660923,0.00009068708,0.00007939576,0.0002209906],"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":[0.00009708871,0.0003491821,0.365501,0.000006034298,0.00001838144,0.00006814756,0.1201451,1.457404e-7,0.0002476969,0.0469049,0.02896716,0.4376952],"study_design_scores_gemma":[0.0005254925,0.0000986858,0.9663009,0.000002925198,0.000003978857,0.00001452323,0.02497873,0.00000241105,0.0000335487,0.000759409,0.007159376,0.0001199979],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5191138,0.000005528792,0.00002374837,0.0008989028,0.0008698147,0.0001074485,0.000003854858,0.00002309906,0.4789538],"genre_scores_gemma":[0.9941392,0.000002246307,0.00009195504,0.000551536,0.0003243521,0.0000153681,0.00000301549,0.00000565033,0.004866704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6007999,"threshold_uncertainty_score":0.5207174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03275412779913005,"score_gpt":0.4380615854626456,"score_spread":0.4053074576635156,"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."}}