{"id":"W2584862480","doi":"10.2308/isys-51685","title":"The Impact of Senior Management Competencies on the Voluntary Adoption of an Innovative Technology","year":2017,"lang":"en","type":"article","venue":"Journal of Information Systems","topic":"Financial Reporting and XBRL","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"XBRL; Business; Turnover; Voluntary disclosure; Accounting; Public relations; Management; Economics; Political science","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":[0.001348237,0.00007117722,0.0001702719,0.0002849281,0.0003143343,0.0002090215,0.0003640332,0.00002860212,0.000003246822],"category_scores_gemma":[0.0002786553,0.00003408056,0.00007002198,0.0002341802,0.00009055907,0.001715248,0.00004900244,0.0001140122,0.00001217328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003149371,"about_ca_system_score_gemma":0.00003095579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003018832,"about_ca_topic_score_gemma":0.000005797456,"domain_scores_codex":[0.9987351,0.000009898351,0.0008413568,0.00002699652,0.0002994253,0.0000871818],"domain_scores_gemma":[0.9944358,0.00003032531,0.004347108,0.0002642369,0.0009183701,0.000004128973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001773879,0.0003738137,0.1718551,0.001448913,0.001412267,0.00004318685,0.003075427,0.01681072,0.001379946,0.4675083,0.01814337,0.3161751],"study_design_scores_gemma":[0.001226029,0.0004992148,0.9069328,0.001258874,0.00008337409,0.0001118285,0.02143762,0.01167933,0.0003651899,0.001816427,0.05434882,0.0002405002],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862565,0.00001815291,0.0001170628,0.0003087476,0.0003437009,0.0001650021,0.000001950922,0.000007230403,0.01278166],"genre_scores_gemma":[0.9997291,0.00001244005,0.00003558757,0.0000294972,0.0001535533,0.000002997305,0.000002365187,0.000002892184,0.00003156396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7350777,"threshold_uncertainty_score":0.2417637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563735058295626,"score_gpt":0.2593333943882734,"score_spread":0.2436960438053171,"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."}}