{"id":"W4250851449","doi":"10.24124/2015/bpgub1663","title":"Leadership-Followership-Learning Organization project","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Followership; Leadership style; Transactional leadership; Educational leadership; Leadership studies; Multidisciplinary approach; Shared leadership; Public relations; Political science; Psychology; Function (biology); Pedagogy; Knowledge management; Management; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001664937,0.0002104337,0.0001353911,0.0005039899,0.003504254,0.001702704,0.0007285425,0.0004795746,0.06284959],"category_scores_gemma":[0.002377895,0.00009855312,0.0001345296,0.0002630792,0.0004141151,0.000610008,0.002694472,0.001191657,0.01376468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001966605,"about_ca_system_score_gemma":0.007607598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01012151,"about_ca_topic_score_gemma":0.03391541,"domain_scores_codex":[0.9993122,0.0002528731,0.00001256334,0.00006511644,0.000147792,0.0002095428],"domain_scores_gemma":[0.9945503,0.0002824989,0.000127681,0.0002145761,0.0009605643,0.003864335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004486973,0.005284887,0.02854268,0.0001735976,0.00001427298,0.0002398432,0.008195641,0.0002965162,0.001175529,0.0138753,0.4901315,0.4516215],"study_design_scores_gemma":[0.0003356269,0.001392411,0.05534822,0.0001406838,0.00001166955,0.0001493085,0.02318937,0.0009469269,0.002013435,0.00295379,0.9134956,0.00002299827],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4465871,0.0008802329,0.005348662,0.0246661,0.001641856,0.004817263,0.009459678,0.001097961,0.5055011],"genre_scores_gemma":[0.2943788,0.0005312471,0.008134082,0.002012793,0.0001321742,0.001674378,0.004407573,0.0001203692,0.6886086],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06284959,"threshold_uncertainty_score":0.2102528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1059112106793267,"score_gpt":0.3668586507559472,"score_spread":0.2609474400766205,"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."}}