{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006333907,0.0001599967,0.0001966925,0.0005156469,0.000456389,0.0006734013,0.0001569613,0.0003085339,0.002032223],"category_scores_gemma":[0.00410109,0.0001808264,0.0003844696,0.00027367,0.0002946148,0.0001875653,0.0005088724,0.000560652,0.0001618518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002095693,"about_ca_system_score_gemma":0.0002444262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001543353,"about_ca_topic_score_gemma":0.002184558,"domain_scores_codex":[0.9995524,0.0001523,0.00004881092,0.00003342249,0.0001275737,0.00008541611],"domain_scores_gemma":[0.996802,0.0005138348,0.001548901,0.00009293571,0.0002293999,0.0008129043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001180686,0.0001635733,0.9949819,0.00002059407,0.00003203438,0.0001632387,0.001053639,0.00002666637,0.0003453265,0.00004152462,0.00009281523,0.002960557],"study_design_scores_gemma":[0.000003464093,0.0001975378,0.9973013,0.000009511336,0.000008590219,0.0001368869,0.002046041,0.00008985589,0.00004143899,0.00002292725,0.0001376862,0.000004807816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995927,0.00006182655,0.00002343433,0.00006053868,0.000003440101,0.000003942655,0.00001701062,7.800849e-7,0.0002363303],"genre_scores_gemma":[0.9998351,0.00003769157,0.0000163616,0.000006119996,0.000003050544,0.000002506119,0.00001792332,2.935525e-7,0.00008077536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002032223,"threshold_uncertainty_score":0.006798446,"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."}}