{"id":"W4404339543","doi":"10.5539/hes.v14n4p225","title":"The Relationships between the Resilience Quotient of Undergraduate Students in the Educational Psychology and Guidance for Teachers Course and Their Achievement of the Course Learning Outcomes: A Qualitative Study","year":2024,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Resilience and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kasetsart University","keywords":"Course (navigation); Psychology; Mathematics education; Qualitative research; Psychological resilience; Academic achievement; Resilience (materials science); Pedagogy; Medical education; Social psychology; Sociology; Social science","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":[0.00310296,0.0001313229,0.0001921349,0.00004229389,0.0005855948,0.00002905321,0.0003332195,0.00003179237,0.000002196873],"category_scores_gemma":[0.00009784688,0.00005446201,0.00004243257,0.0002964766,0.0006605533,0.00005640821,0.00007182712,0.0002755921,0.000001776804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004905309,"about_ca_system_score_gemma":0.0001522618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000117422,"about_ca_topic_score_gemma":0.0002043856,"domain_scores_codex":[0.9972212,0.001624533,0.000450602,0.0002691789,0.0002594041,0.0001750493],"domain_scores_gemma":[0.9949669,0.00433778,0.0002399903,0.0003148444,0.0001179504,0.00002248517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001845602,0.0005013656,0.7025831,0.00002725319,0.0002021808,3.076867e-8,0.2751068,0.000003090181,0.000002430866,0.01745967,0.002547398,0.001548293],"study_design_scores_gemma":[0.0001751818,0.0001339193,0.6000674,0.00005031091,0.00004616902,5.670395e-7,0.3930701,4.201527e-7,8.329278e-7,0.004790879,0.00163113,0.00003304133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9138733,0.01939699,0.000008993739,0.06446896,0.000872027,0.001195102,0.000008970283,0.00000491168,0.0001707202],"genre_scores_gemma":[0.9955616,0.0003054462,0.00001708717,0.000273712,0.00005352484,0.0007561303,0.000002294978,0.000008172129,0.00302206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1179634,"threshold_uncertainty_score":0.4503981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1299645509591866,"score_gpt":0.5510553188454055,"score_spread":0.4210907678862189,"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."}}