{"id":"W1996825971","doi":"10.1108/09534811311307932","title":"Butting heads and headlines","year":2013,"lang":"en","type":"article","venue":"Journal of Organizational Change Management","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Transformational leadership; Newspaper; Normative; Value (mathematics); Originality; Public relations; Set (abstract data type); Organizational change; Sociology; Test (biology); Organizational behavior; Political science; Psychology; Social psychology; Computer science; Law; Social science; Media studies","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002754027,0.0001711558,0.0002104196,0.0004434027,0.0002222332,0.0003194798,0.0002112523,0.00003160644,0.001268564],"category_scores_gemma":[0.00008926119,0.0001444276,0.00004214116,0.0007533291,0.00004015652,0.001489148,0.0003759859,0.00007873101,0.0002207605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003391436,"about_ca_system_score_gemma":0.000004812186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003457089,"about_ca_topic_score_gemma":0.0000067303,"domain_scores_codex":[0.9987381,0.000007349164,0.0004336867,0.0001561878,0.0004696397,0.0001950456],"domain_scores_gemma":[0.9987484,0.00002734017,0.0004069019,0.00008697283,0.0007087611,0.00002162896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002835093,0.0003159796,0.4309926,0.001024653,0.0005508318,0.0000645807,0.0003139488,0.00006539961,0.0001744594,0.422305,0.1236103,0.02055382],"study_design_scores_gemma":[0.001703195,0.00005118838,0.7720914,0.0002155801,0.0003224085,0.00003397734,0.001652954,0.001148424,0.00004203092,0.05064727,0.1714927,0.0005988097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.677227,0.01218935,0.02948271,0.1417809,0.006341297,0.004969813,0.00001000602,0.0006200415,0.1273789],"genre_scores_gemma":[0.9849371,0.0004218648,0.003422088,0.006457857,0.003790968,0.00001511243,0.00001808681,0.00004487604,0.0008920374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3716577,"threshold_uncertainty_score":0.9996444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02429861078302484,"score_gpt":0.2105409313759938,"score_spread":0.1862423205929689,"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."}}