{"id":"W3080773208","doi":"10.1002/yd.20396","title":"Integrating Followership Into Leadership Programs","year":2020,"lang":"en","type":"article","venue":"New Directions for Student Leadership","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Followership; Leadership development; Psychology; Leadership studies; Shared leadership; Sociology; Transactional leadership; Leadership style; Public relations; Political science; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0007713719,0.0001993775,0.0002243071,0.00008726295,0.001211476,0.0003641635,0.0004629551,0.0001554745,0.0002646857],"category_scores_gemma":[0.001548123,0.0002064973,0.0002111755,0.0007834368,0.0002397034,0.000220403,0.00003098002,0.0003276218,0.0001612358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002838939,"about_ca_system_score_gemma":0.0005155692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000458504,"about_ca_topic_score_gemma":0.002654766,"domain_scores_codex":[0.9977422,0.0001971958,0.0003326377,0.0004545532,0.0006046068,0.0006688028],"domain_scores_gemma":[0.9986497,0.0003535995,0.00007661077,0.0001470927,0.0001658446,0.0006071793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005561603,0.0004164115,0.0185469,0.0001532901,0.0001589554,0.000002546854,0.5745651,0.000002770317,0.0000907931,0.2039591,0.03146053,0.1705881],"study_design_scores_gemma":[0.0004609346,0.0001444141,0.0007308031,0.0000877792,0.00005105779,4.281674e-7,0.4452522,0.000009657511,0.0001034444,0.003008208,0.5498446,0.0003064798],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01170013,0.00173793,0.02904918,0.8555652,0.005038299,0.003385625,0.000003204406,0.002319699,0.09120066],"genre_scores_gemma":[0.9488121,0.00002929398,0.01571897,0.01233436,0.001932791,0.0003012524,0.00002400462,0.00004399425,0.02080319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.937112,"threshold_uncertainty_score":0.9317816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2613448343936622,"score_gpt":0.403616470095392,"score_spread":0.1422716357017298,"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."}}