{"id":"W2924700932","doi":"10.5430/ijhe.v8n2p1","title":"The Relationship between Hope and Perceived Stress in Teacher Candidates","year":2019,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perceived Stress Scale; Psychology; Stress (linguistics); Scale (ratio); Social psychology; Clinical psychology; Positive correlation; Medicine; Internal medicine","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":[0.0002996228,0.00007352584,0.00009613729,0.0001634186,0.00004294053,0.00008758026,0.0002458789,0.00006137603,0.0005209371],"category_scores_gemma":[0.00005123783,0.00005447127,0.00003618403,0.00006652026,0.000033337,0.0002084884,0.00001943596,0.0002603802,0.000077244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000973967,"about_ca_system_score_gemma":0.00008892775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001617268,"about_ca_topic_score_gemma":0.00002060024,"domain_scores_codex":[0.9991508,0.0001152151,0.0003219886,0.0001022205,0.0002065037,0.0001033191],"domain_scores_gemma":[0.9990023,0.0004567728,0.000229215,0.0001019076,0.0001644018,0.00004533772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005403922,0.00007731084,0.9812194,0.000002180303,0.00005524758,0.000001956126,0.002367976,0.00001046128,0.00003695981,0.007068177,0.001943199,0.007163139],"study_design_scores_gemma":[0.0004436883,0.0000364138,0.983683,0.00007058731,0.00001370321,0.00001758957,0.0008300724,0.000003601952,0.00001067395,0.003296668,0.01153281,0.00006116035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729896,0.000703958,0.000005335346,0.004517023,0.003057611,0.00007846927,0.000002477247,0.000004073016,0.01864152],"genre_scores_gemma":[0.9742346,0.00003455062,0.00006064128,0.0001224031,0.0008365898,0.00000424221,0.00001070633,0.00001033522,0.02468591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009589607,"threshold_uncertainty_score":0.5703896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01974413674815612,"score_gpt":0.3552525153374307,"score_spread":0.3355083785892746,"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."}}