{"id":"W4296720486","doi":"10.22230/ijepl.2022v18n2a1249","title":"Similarities and Differences in the Structure and Interpretation of Empowerment and Job Satisfaction between Minority and Majority Faculty Members","year":2022,"lang":"en","type":"article","venue":"International Journal of Education Policy and Leadership","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empowerment; Demographics; Sociology; Construct (python library); Meaning (existential); Psychology; Humanities; Social psychology; Political science; Demography; Philosophy","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":[0.00310482,0.0001375418,0.0002622703,0.001156035,0.001242951,0.00124994,0.0003410492,0.000231403,0.002333288],"category_scores_gemma":[0.01174254,0.0001335962,0.0004392499,0.000957595,0.002016729,0.0008652964,0.001627667,0.000459489,0.0001275539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007676646,"about_ca_system_score_gemma":0.000954332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004342,"about_ca_topic_score_gemma":0.007015322,"domain_scores_codex":[0.9978122,0.001160172,0.0001078077,0.0001868647,0.0004853577,0.0002477428],"domain_scores_gemma":[0.9945108,0.003189043,0.001133082,0.0002945118,0.0004587676,0.000413834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000167688,0.0001138959,0.835971,0.0001039099,0.0000706315,0.0001240836,0.09646723,0.0001731011,0.001716707,0.005470468,0.0004054407,0.05921581],"study_design_scores_gemma":[0.00001047705,0.00007288846,0.9326402,0.00006467464,0.00001681781,0.00008431014,0.05989749,0.0006723569,0.0003483481,0.004123775,0.002053508,0.00001521201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995778,0.0001994143,0.0009624354,0.0002775882,0.000008619912,0.00001117722,0.00002062124,0.00000397651,0.002738218],"genre_scores_gemma":[0.9991969,0.0001013669,0.0003366348,0.00006584591,0.00001082683,0.00001246634,0.0000258822,0.000004647465,0.0002454572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004342,"threshold_uncertainty_score":0.01642007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05835156417461171,"score_gpt":0.3126420070343344,"score_spread":0.2542904428597227,"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."}}