{"id":"W4406676678","doi":"10.54536/ajmri.v4i1.4075","title":"Relationship between School Principal’s Leadership Behavior and Teacher’s Job Satisfaction in Secondary Schools in Puntland, Somalia","year":2025,"lang":"en","type":"article","venue":"American Journal of Multidisciplinary Research and Innovation","topic":"Emotional Intelligence and Performance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Gaziantep Üniversitesi; University of Ottawa","keywords":"Principal (computer security); Job satisfaction; Psychology; Educational leadership; Social psychology; Mathematics education; Pedagogy; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0005440073,0.0001651626,0.0002608086,0.0007957781,0.0007410051,0.000721428,0.0002304812,0.0002721056,0.001300316],"category_scores_gemma":[0.001237128,0.0001983888,0.0001995913,0.000835004,0.0005098267,0.000187349,0.0003877483,0.0003492648,0.0001500168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006000775,"about_ca_system_score_gemma":0.0007488442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01067251,"about_ca_topic_score_gemma":0.02915635,"domain_scores_codex":[0.9995733,0.0001121014,0.000052044,0.00005925659,0.00009315624,0.0001100734],"domain_scores_gemma":[0.9986073,0.0001996701,0.0006218877,0.00003725449,0.0001726793,0.0003611685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001677496,0.00004377009,0.9963354,0.00001265405,0.000009841825,0.00008792191,0.001587043,0.00001582775,0.0002729736,0.00001531217,0.00005154614,0.001550976],"study_design_scores_gemma":[7.428011e-7,0.00003320498,0.9981595,0.000003528022,0.000001946659,0.00002860453,0.001688451,0.00001711033,0.00001275196,0.000002030325,0.0000512574,8.037004e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997676,0.00003638214,0.000008717893,0.00001851215,0.000001319322,0.000001209761,0.00001099676,6.827092e-7,0.0001547481],"genre_scores_gemma":[0.9998366,0.00002872839,0.00002142604,0.000007274245,0.000001443582,0.000001771317,0.0000212491,2.994707e-7,0.00008126294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01067251,"threshold_uncertainty_score":0.0212208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2293672091149246,"score_gpt":0.4730542070232359,"score_spread":0.2436869979083113,"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."}}