{"id":"W4409098029","doi":"10.24018/ejedu.2025.6.2.933","title":"Voices of Introverted CYC Students: A Course-Based Qualitative Inquiry into the Lived Experiences of Introverted Students in the Classroom and the Field","year":2024,"lang":"en","type":"article","venue":"European Journal of Education and Pedagogy","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Course (navigation); Psychology; Mathematics education; Qualitative research; Field (mathematics); Pedagogy; Sociology; Social science; Engineering; Mathematics","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":[0.008202021,0.0007779822,0.001751418,0.00187927,0.00856409,0.006923092,0.002600127,0.002315606,0.002724993],"category_scores_gemma":[0.01228058,0.0005893006,0.0005751221,0.001515715,0.01439842,0.002943482,0.009996997,0.005263441,0.0004205151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006110773,"about_ca_system_score_gemma":0.005192789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007594378,"about_ca_topic_score_gemma":0.01240753,"domain_scores_codex":[0.9930215,0.004347439,0.0002128119,0.0005477451,0.0006523124,0.001218179],"domain_scores_gemma":[0.9902595,0.00557547,0.0007048112,0.0004196432,0.0008844908,0.002155957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002476232,0.00005519278,0.001945333,0.00005543617,0.000002217798,0.0006490594,0.9937497,0.00001829703,0.0006544801,0.0006015224,0.000186182,0.002057814],"study_design_scores_gemma":[0.000005257168,0.00007596405,0.001250679,0.0001054027,0.000002658903,0.0003449327,0.9936897,0.0000529467,0.0002469535,0.000203761,0.004009821,0.00001187959],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945583,0.000295443,0.0009582322,0.0009783502,0.00005552087,0.0001689798,0.00005509689,0.00001217398,0.002917838],"genre_scores_gemma":[0.9953897,0.0003880115,0.0008700719,0.0006561719,0.00002544102,0.0002692903,0.00003678385,0.00002446384,0.002340247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00856409,"threshold_uncertainty_score":0.04433697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06439617597204453,"score_gpt":0.4901228980278814,"score_spread":0.4257267220558369,"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."}}