{"id":"W2162787708","doi":"10.4102/sajip.v33i2.371","title":"Psychological empowerment in the South African military: The generalisability of Menon's Scale","year":2007,"lang":"en","type":"article","venue":"SA Journal of Industrial Psychology","topic":"Resilience and Mental Health","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Scale (ratio); Internal consistency; Population; Empowerment; Social psychology; Clinical psychology; Demography; Psychometrics; Sociology; Political science; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008982765,0.0002100117,0.0005156597,0.0002229309,0.0001050248,0.000007878466,0.001154764,0.0004035416,0.0006402883],"category_scores_gemma":[0.0001608593,0.0001090857,0.0002447609,0.0006785614,0.0008229684,0.0000721806,0.00004251042,0.001351575,0.00002570906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009636518,"about_ca_system_score_gemma":0.00007555023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002355517,"about_ca_topic_score_gemma":0.0001466353,"domain_scores_codex":[0.9954624,0.001482007,0.001542383,0.0003477861,0.0005088868,0.0006565122],"domain_scores_gemma":[0.997831,0.0005214869,0.0006533898,0.0007372542,0.00009811267,0.000158764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02226952,0.00858094,0.4802,0.00001857939,0.000286981,0.0005407197,0.08441711,0.00004974111,0.003374748,0.002732171,0.1154507,0.2820789],"study_design_scores_gemma":[0.0084045,0.007167084,0.9085365,0.0000619922,0.00007059736,0.001358966,0.04980401,7.995129e-7,0.0002093709,0.002940071,0.02117692,0.0002691888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758833,0.0007133908,0.00008918864,0.006519877,0.003206311,0.0005371653,0.00001282779,0.000005227479,0.01303273],"genre_scores_gemma":[0.995997,0.00006490801,0.0001217642,0.00271239,0.001020893,0.000009055392,0.000001853151,0.00001135342,0.00006085111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4283365,"threshold_uncertainty_score":0.7010708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1136502377151635,"score_gpt":0.444658860152192,"score_spread":0.3310086224370285,"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."}}