{"id":"W1525108897","doi":"","title":"What Leadership Styles Have to do with Teacher Job Satisfaction: A Review of a British Virgin Islands Study","year":2008,"lang":"en","type":"review","venue":"Caribbean curriculum","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Job satisfaction; Job attitude; Psychology; Data collection; Leadership style; Value (mathematics); Job design; Social psychology; Applied psychology; Job performance; Sociology; Social science; Mathematics; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003042746,0.0006235195,0.001910872,0.0004288241,0.000178941,0.0005214663,0.0003972032,0.000215396,0.001230942],"category_scores_gemma":[0.000109072,0.0005628067,0.0003993384,0.001570406,0.00008055344,0.001255395,0.0001435015,0.0005250187,0.0004181113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001623744,"about_ca_system_score_gemma":0.0001438352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001234549,"about_ca_topic_score_gemma":0.001907999,"domain_scores_codex":[0.9968728,0.00009770532,0.0009776977,0.0007942686,0.0008460322,0.0004114275],"domain_scores_gemma":[0.9980075,0.00003882257,0.0006969824,0.0005713165,0.0006244732,0.00006090954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006243462,0.000388536,0.2022955,0.06123098,0.0003658214,0.0002080138,0.0002320846,8.95446e-7,5.653213e-8,0.0001152253,0.1264468,0.6087098],"study_design_scores_gemma":[0.0004474654,0.00005448614,0.02359839,0.09284399,0.001571465,0.0001948902,0.005390506,5.991072e-7,3.166757e-8,0.000001728998,0.8750941,0.0008023198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006876122,0.9947713,0.00001973349,0.0001509979,0.0005616819,0.00275957,0.00004570026,0.000128296,0.0008750797],"genre_scores_gemma":[0.001178808,0.9950243,0.00004125365,0.0008889515,0.0009850027,0.0002761818,0.0002249994,0.0001480311,0.001232537],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7486473,"threshold_uncertainty_score":0.9996824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04343038081141496,"score_gpt":0.2904715244456195,"score_spread":0.2470411436342045,"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."}}