{"id":"W4221069166","doi":"10.5539/ass.v18n4p32","title":"Novice Faculty Members' Empowerment and Practicing Their Professional Roles in Light of the Administrative Methods in the Jordanian Universities","year":2022,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empowerment; Autocracy; Psychology; Significant difference; Professional development; Medical education; Democracy; Pedagogy; Political science; Medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002277686,0.0001708436,0.0001626354,0.0007146097,0.001833605,0.001793845,0.0002527743,0.000250557,0.004522527],"category_scores_gemma":[0.0039481,0.0001189591,0.0001751524,0.0003728786,0.0009639536,0.0008627442,0.001521401,0.0006041627,0.0003780667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008355014,"about_ca_system_score_gemma":0.002533285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002232248,"about_ca_topic_score_gemma":0.007209809,"domain_scores_codex":[0.9981461,0.0006561923,0.00009918603,0.0001201383,0.0004769009,0.0005015387],"domain_scores_gemma":[0.994251,0.0005743115,0.001401924,0.0001279796,0.0008956005,0.002749245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000087702,0.000442959,0.8530207,0.0001661027,0.00002177789,0.0004306551,0.05777875,0.00007495985,0.001565515,0.001400017,0.002176591,0.08283429],"study_design_scores_gemma":[0.000006799542,0.0001956392,0.8973229,0.00009131744,0.000006090033,0.0003048037,0.08976378,0.00008583038,0.0004205749,0.0003521086,0.01143409,0.00001618866],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954862,0.000282023,0.00008453424,0.000491211,0.00001613849,0.000009908652,0.0000158267,0.000001794512,0.003612322],"genre_scores_gemma":[0.9974081,0.0002882514,0.0001216373,0.000126494,0.00001583742,0.000008125485,0.00001910689,0.000001208558,0.00201123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004522527,"threshold_uncertainty_score":0.01512939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05231862794200175,"score_gpt":0.4234104644157873,"score_spread":0.3710918364737855,"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."}}