{"id":"W2941028364","doi":"10.5430/ijhe.v8n2p87","title":"Academic Staffs’ Level of Organizational Commitment in Higher Educational Setting: The Case of Haramaya University","year":2019,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Haramaya University","keywords":"Stratified sampling; Organizational commitment; Psychology; Absenteeism; Higher education; Descriptive statistics; Qualitative property; Simple random sample; Medical education; Social psychology; Sociology; Political science; Computer science; Medicine; Population","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000582932,0.00009471536,0.000146196,0.0004036855,0.00003251087,0.00001091129,0.0004194178,0.00008681788,0.01285289],"category_scores_gemma":[0.00002636686,0.0000801322,0.00006025566,0.0002471401,0.00005961439,0.0002087237,0.00003876338,0.0002599171,0.00006354554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002710472,"about_ca_system_score_gemma":0.0006162895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008602692,"about_ca_topic_score_gemma":0.0000120497,"domain_scores_codex":[0.9986377,0.0001551423,0.0005797945,0.0001130952,0.0004158806,0.00009833113],"domain_scores_gemma":[0.9978703,0.000231422,0.0008313839,0.0001271637,0.0009037436,0.00003602549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000463416,0.00119191,0.7955427,0.00003779438,0.0004357249,0.00002174067,0.01398202,0.0005449374,0.001496032,0.1450531,0.03286206,0.008368577],"study_design_scores_gemma":[0.0009941072,0.00006108124,0.972441,0.00009887384,0.00002850344,0.0001535583,0.001795418,0.00002263173,0.0002177693,0.001715207,0.0223823,0.00008950317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822418,0.0002059531,0.00001780991,0.007639009,0.004175051,0.0001608889,0.00002398438,0.000002413478,0.005533107],"genre_scores_gemma":[0.9778426,0.00001578445,0.0002784213,0.0001918946,0.0004507397,0.000002027318,0.000056104,0.000009687445,0.02115277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1768984,"threshold_uncertainty_score":0.9880495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07408393418642685,"score_gpt":0.3783147141158407,"score_spread":0.3042307799294138,"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."}}