{"id":"W2782037781","doi":"10.36510/learnland.v1i2.262","title":"Stepping Up to Leadership","year":2008,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Club; Delegation; Leadership; Shared leadership; Leadership style; Servant leadership; Resilience (materials science); Public relations; Political science; Psychological resilience; Sociology; Management; Psychology; Social psychology; Law; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004710582,0.00008069837,0.0001254601,0.00007346755,0.001325081,0.0000477,0.0001650383,0.00008559982,0.0006529638],"category_scores_gemma":[0.0004080111,0.00008175744,0.00004795722,0.0003037723,0.00005531896,0.0001211354,0.00002816609,0.0001794444,0.000605446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004429546,"about_ca_system_score_gemma":0.0001510748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004071242,"about_ca_topic_score_gemma":0.0005929,"domain_scores_codex":[0.9988115,0.0001369606,0.0001198951,0.0001680567,0.0003461877,0.0004174129],"domain_scores_gemma":[0.9996025,0.00008685479,0.00003849455,0.00005434666,0.00005135279,0.000166475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001010714,0.000006428084,0.7495638,0.000004388267,0.00001258091,0.0000178063,0.2398476,0.00003373213,0.00002702047,0.001303034,0.004904184,0.00426936],"study_design_scores_gemma":[0.0002345574,0.00003398484,0.1605085,0.00002820027,0.00000648593,0.000002140113,0.0393374,0.000009258712,0.00004190021,0.00005136333,0.7994542,0.0002920034],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8626266,0.00006849148,0.0001327537,0.00255426,0.00041184,0.0001130555,2.710958e-7,0.000255118,0.1338376],"genre_scores_gemma":[0.9136952,0.00003734493,0.0001940341,0.0004139453,0.0003901923,0.000007566272,0.00000424262,0.00001051452,0.08524697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.79455,"threshold_uncertainty_score":0.9999751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0927937000353535,"score_gpt":0.3008720564383264,"score_spread":0.2080783564029729,"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."}}