{"id":"W3096365924","doi":"","title":"Character in leadership: Perceptions from intercollegiate athletics administrators","year":2020,"lang":"en","type":"article","venue":"Ulster University Research Portal (Ulster University)","topic":"Legal Issues in Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psychology; College athletics; Character (mathematics); Perception; Social psychology; Applied psychology; Political science; Higher education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005284486,0.0001975336,0.000258214,0.0007697075,0.000712459,0.0001653595,0.001208892,0.000287606,0.003880063],"category_scores_gemma":[0.0001857238,0.0002635271,0.0001406574,0.002112658,0.00100439,0.001475018,0.0004192891,0.0009648115,0.0006011705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006836918,"about_ca_system_score_gemma":0.0007628949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003762826,"about_ca_topic_score_gemma":0.01160178,"domain_scores_codex":[0.9964049,0.001107032,0.0001913031,0.0006630854,0.0008197255,0.0008139855],"domain_scores_gemma":[0.9983257,0.0002573356,0.00008941432,0.0003405087,0.0003194099,0.0006676053],"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":[0.001102544,0.000980359,0.346195,0.0001232684,0.0001986087,0.005666174,0.5779564,0.00001211118,0.001678782,0.0365225,0.02699517,0.002569156],"study_design_scores_gemma":[0.0008336157,0.0001367434,0.01980543,0.0000712879,0.00003290606,8.313008e-7,0.4098649,0.00003644335,0.00005120534,0.00006563601,0.5687593,0.0003417538],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8019415,0.00001713822,0.00009666994,0.01604094,0.000317221,0.0005127648,0.0001020412,0.0001186312,0.1808531],"genre_scores_gemma":[0.9644611,0.0001089829,0.0002109162,0.0003462804,0.0003347051,3.113043e-7,0.00006360259,0.00001900641,0.03445512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5417641,"threshold_uncertainty_score":0.9999817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2086323357571068,"score_gpt":0.3622315968374248,"score_spread":0.1535992610803181,"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."}}