{"id":"W2549144767","doi":"10.1177/2379298116678202","title":"Teaching Leaders to Lead Themselves","year":2016,"lang":"en","type":"article","venue":"Management Teaching Review","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Perception; Psychology; Graduation (instrument); Social psychology; Order (exchange); Trait; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003719476,0.0003736311,0.0003844269,0.0004947316,0.0004626335,0.0002668588,0.0007879602,0.00003972883,0.0005625004],"category_scores_gemma":[0.0005240603,0.0002617277,0.0001833754,0.0003333965,0.0000424897,0.001131528,0.0005998057,0.0002275724,0.003459663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009510794,"about_ca_system_score_gemma":0.000005550555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001613053,"about_ca_topic_score_gemma":0.00001802328,"domain_scores_codex":[0.9976421,0.0000953556,0.0005222974,0.0006707577,0.0004911314,0.0005783613],"domain_scores_gemma":[0.9988092,0.00009553569,0.0002657877,0.0007496005,0.00004630036,0.0000336244],"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":[0.000006972898,0.00007494168,0.000929616,0.004105433,0.00005538272,0.000005870673,0.00004583092,6.677199e-7,0.00005663713,0.08659498,0.3556898,0.5524338],"study_design_scores_gemma":[0.000263245,0.000008582878,0.001932848,0.006573672,0.0002275307,9.977066e-7,0.0002529669,0.00002053915,0.000001761478,0.001227583,0.9890476,0.0004426001],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006899716,0.003010092,0.01275843,0.1009594,0.001421822,0.002551815,0.000001330456,0.001159853,0.8712376],"genre_scores_gemma":[0.6200077,0.005813091,0.009061971,0.1506959,0.005031351,0.0009485436,0.00007228411,0.0003141792,0.208055],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6631826,"threshold_uncertainty_score":0.9999835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03056979827682665,"score_gpt":0.2867529418214017,"score_spread":0.2561831435445751,"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."}}