{"id":"W7163125168","doi":"10.33650/pjp.v12i2.12300","title":"RECONSTRUCTING PROFESSIONAL COMMITMENT: EMOTIONAL EXHAUSTION AND RESILIENCE OF UNIVERSITY LECTURERS UNDER ACADEMIC STRAIN","year":2025,"lang":"id","type":"article","venue":"PEDAGOGIK Jurnal Pendidikan","topic":"Employee Performance and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Emotional exhaustion; Psychological resilience; Workload; Burnout; Meaning (existential); Energy (signal processing); Resilience (materials science); Documentation; Higher education; Occupational stress","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009898746,0.0003164755,0.0003650673,0.000651205,0.0007512537,0.0001012833,0.0003890113,0.0003047733,0.0007168153],"category_scores_gemma":[0.0001344004,0.0003263724,0.0001214215,0.0006774123,0.0004724289,0.001302899,0.0002668603,0.001078139,0.00006388926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001348963,"about_ca_system_score_gemma":0.000312399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000187068,"about_ca_topic_score_gemma":0.0001081136,"domain_scores_codex":[0.9979804,0.0001077048,0.0005257091,0.0004759215,0.0004333942,0.0004769389],"domain_scores_gemma":[0.9987904,0.0002095298,0.0005572137,0.0001960589,0.0002014924,0.00004532868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001231595,0.0002918215,0.9262515,0.003616197,0.0003499185,0.00003886249,0.001826776,0.0003839816,0.005230373,0.03740389,0.009799417,0.01357572],"study_design_scores_gemma":[0.004434485,0.0001303054,0.8653681,0.00601104,0.0008569538,0.00007274238,0.08887589,0.003563113,0.0007509124,0.008043757,0.02063758,0.001255081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812205,0.001014917,0.0003306269,0.006644756,0.001100589,0.0003523094,0.00003320859,0.00005110084,0.009251972],"genre_scores_gemma":[0.988759,0.0002409268,0.0001072617,0.0007300558,0.0004745459,0.000001423999,0.00005742751,0.0000164635,0.009612839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08704912,"threshold_uncertainty_score":0.9999188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04615251527273455,"score_gpt":0.2995513018304855,"score_spread":0.2533987865577509,"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."}}