{"id":"W4408870610","doi":"10.21125/inted.2025.1559","title":"ETHIC OF CARE, COMMUNITY DEVELOPMENT, AND TRANSFORMATIVE LEADERSHIP IN HIGHER EDUCATION: A POST-QUALITATIVE CASE STUDY OF CAPE BRETON UNIVERSITY, CANADA","year":2025,"lang":"en","type":"article","venue":"INTED proceedings","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Transformative learning; Cape; Qualitative research; Sociology; Educational leadership; Leadership development; Pedagogy; Management; Geography; Public relations; Political science; Social science; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007006429,0.0004176654,0.0008542845,0.001824718,0.04767166,0.0093651,0.003336939,0.002259234,0.004911699],"category_scores_gemma":[0.01164305,0.0006462498,0.0003370974,0.002887053,0.01642275,0.001843403,0.00548015,0.005409223,0.0003368547],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1022878,"about_ca_system_score_gemma":0.1487106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9320149,"about_ca_topic_score_gemma":0.9793574,"domain_scores_codex":[0.9922833,0.00282106,0.0001349597,0.000454783,0.001205164,0.003100755],"domain_scores_gemma":[0.9836338,0.006449458,0.000866376,0.0003336856,0.002687154,0.006029381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000437862,0.0001648639,0.01075966,0.00005714975,0.000003703384,0.001067778,0.9774968,0.00006335531,0.0003623914,0.002689531,0.001458938,0.005831995],"study_design_scores_gemma":[0.000002968929,0.00002012666,0.006834393,0.00005850836,0.000002035486,0.00006089096,0.9874272,0.00004647978,0.0001056052,0.00009773183,0.005333647,0.00001032689],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874169,0.0002845725,0.0003348786,0.003212222,0.00004310307,0.0001744465,0.00008771074,0.000006878388,0.008439353],"genre_scores_gemma":[0.9935949,0.0002056588,0.0002108526,0.0003347454,0.000006223745,0.0000517239,0.00002067627,0.00000947297,0.005565693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8977122,"threshold_uncertainty_score":0.7421532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.165511277352486,"score_gpt":0.3617606182071436,"score_spread":0.1962493408546576,"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."}}