{"id":"W2908197829","doi":"10.4236/ojl.2018.74016","title":"Innovations in Leadership Development: Centering Communities of Color","year":2018,"lang":"en","type":"article","venue":"Open Journal of Leadership","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"People of color; Public relations; Equity (law); Leadership development; Curriculum; Graduation (instrument); Foundation (evidence); Community development; Political science; Work (physics); Sociology; Pedagogy; Engineering","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":[0.008015363,0.0006191724,0.0001924591,0.001239151,0.007647158,0.004498726,0.002143586,0.001284078,0.006593307],"category_scores_gemma":[0.005863451,0.0002282919,0.0004179802,0.0006490873,0.004254241,0.002140748,0.01077346,0.003435983,0.0005719417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008456791,"about_ca_system_score_gemma":0.04497364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01686799,"about_ca_topic_score_gemma":0.0819549,"domain_scores_codex":[0.9950896,0.00246729,0.0000590228,0.0003989513,0.0005882671,0.001396839],"domain_scores_gemma":[0.9911987,0.001129581,0.0003307697,0.0003463218,0.0009197667,0.006074918],"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":[0.000263864,0.003838229,0.03610265,0.0007679893,0.00007318018,0.00140241,0.05377139,0.001078371,0.003414324,0.07771851,0.06407782,0.7574912],"study_design_scores_gemma":[0.0004040365,0.002443728,0.02805189,0.001471531,0.0001066777,0.001323483,0.1123056,0.001779511,0.004748477,0.03000214,0.8172258,0.0001373243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5636095,0.008804521,0.03197123,0.1378094,0.004591567,0.002683301,0.0001359143,0.0008530477,0.2495415],"genre_scores_gemma":[0.904416,0.003700475,0.0336962,0.01237648,0.0002797834,0.0009534573,0.00009766559,0.00009482545,0.0443852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01686799,"threshold_uncertainty_score":0.06135863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4834431831184315,"score_gpt":0.3983049387473785,"score_spread":0.085138244371053,"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."}}