{"id":"W2004294481","doi":"10.2466/01.08.pr0.112.2.419-436","title":"Leadership: Validation of a Self-Report Scale","year":2013,"lang":"en","type":"article","venue":"Psychological Reports","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec à Trois-Rivières","funders":"","keywords":"Transformational leadership; Psychology; Confirmatory factor analysis; Rasch model; Transactional leadership; Structural equation modeling; Dimension (graph theory); Sample (material); Social psychology; Test (biology); Scale (ratio); Applied psychology; Statistics; Developmental psychology; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02050083,0.000342584,0.0003790018,0.001620863,0.001155811,0.001030345,0.001084383,0.00049345,0.002169807],"category_scores_gemma":[0.03274345,0.0001948601,0.0005442947,0.0009391155,0.0008805547,0.0005688592,0.0008234156,0.0006895196,0.0008551331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00300283,"about_ca_system_score_gemma":0.007789668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07288033,"about_ca_topic_score_gemma":0.1304769,"domain_scores_codex":[0.9910658,0.002388855,0.0006815689,0.0004599458,0.005008705,0.0003950523],"domain_scores_gemma":[0.9635794,0.00798162,0.001735262,0.002538329,0.02278462,0.001380794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000601397,0.002320561,0.8035416,0.0004151518,0.0001706176,0.0002276736,0.009864895,0.001137594,0.006025736,0.001774704,0.007347587,0.1665726],"study_design_scores_gemma":[0.0002136272,0.0013356,0.972647,0.0001456494,0.00005525741,0.0001647125,0.003222329,0.003785024,0.001628791,0.0003138467,0.01645089,0.00003727155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612041,0.0003685631,0.01319654,0.0006569323,0.0002226183,0.005399561,0.002254542,0.0002165293,0.01648066],"genre_scores_gemma":[0.9613849,0.0003433044,0.02466268,0.0003151625,0.00008440448,0.005857576,0.002343178,0.0000646932,0.004944124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07288033,"threshold_uncertainty_score":0.1449122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04641160508584049,"score_gpt":0.2846541366266541,"score_spread":0.2382425315408136,"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."}}