{"id":"W4210898578","doi":"10.12806/v21/i1/r10","title":"CONCEPTUALIZING LEADERSHIP IN COMMUNITIES IN THE GLOBAL SOUTH EXPERIENCING GENERATIONAL POVERTY: An Exploratory Case Study in Muñoz, Dominican Republic","year":2022,"lang":"en","type":"article","venue":"Journal of Leadership Education","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Niagara","funders":"","keywords":"Poverty; Exploratory research; Leadership development; Political science; Narrative; Work (physics); Power (physics); Economic growth; Global Leadership; Global South; Sociology; Public relations; Geography; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002187389,0.0004071615,0.0003127738,0.001087378,0.01654894,0.003821329,0.001144943,0.001174369,0.002080954],"category_scores_gemma":[0.001848166,0.0002147749,0.0001442343,0.001248716,0.007359654,0.001709306,0.004701807,0.001586356,0.00008684952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01073683,"about_ca_system_score_gemma":0.007910243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1081771,"about_ca_topic_score_gemma":0.3120026,"domain_scores_codex":[0.9983449,0.0009066262,0.00001871992,0.00006007755,0.0000721712,0.0005976385],"domain_scores_gemma":[0.998778,0.0005138408,0.000146844,0.00003052597,0.00009606434,0.0004346668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004938446,0.0001167558,0.01467024,0.0001032312,0.000004950114,0.005828436,0.9663756,0.0002068803,0.0008191379,0.004588826,0.001064961,0.006171593],"study_design_scores_gemma":[0.00000251361,0.00001636946,0.003395715,0.00004631695,0.000001832145,0.0001712867,0.9920919,0.00005478088,0.00005409198,0.000149362,0.004013117,0.000002761472],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925345,0.000332442,0.0002084824,0.001349103,0.00001169491,0.00005468993,0.00001548585,0.00000286007,0.00549067],"genre_scores_gemma":[0.9983026,0.0002193087,0.000169692,0.0001499104,0.000002728648,0.00003663388,0.000008264105,0.000002273045,0.001108675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1081771,"threshold_uncertainty_score":0.2150949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3028001781062345,"score_gpt":0.3821800531555336,"score_spread":0.07937987504929905,"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."}}