{"id":"W4388333385","doi":"10.1016/j.aos.2023.101524","title":"The effects of strategic alignment and strategic clarity on multidimensional task performance","year":2023,"lang":"en","type":"article","venue":"Accounting Organizations and Society","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"University of Wisconsin-Madison; Brigham Young University","keywords":"CLARITY; Strategic alignment; Strategic control; Vagueness; Task (project management); Strategic planning; Process management; Statement (logic); Strategic management; Performance measurement; Business; Knowledge management; Control (management); Computer science; Strategic financial management; Marketing; Artificial intelligence; Economics; Political science; Management","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004689762,0.000178753,0.0001494127,0.00007080895,0.001307988,0.0003278724,0.000138523,0.0000780284,0.00001365963],"category_scores_gemma":[0.0001487238,0.0001368809,0.00003523157,0.001242154,0.0001411477,0.0003518245,0.0002627527,0.0001353521,0.00004673344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002044155,"about_ca_system_score_gemma":0.0000312621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007329706,"about_ca_topic_score_gemma":0.000006903765,"domain_scores_codex":[0.9988472,0.00001001556,0.0002615557,0.0002844439,0.0003355452,0.0002612671],"domain_scores_gemma":[0.9990372,0.0002441141,0.0002033568,0.000180578,0.0003212924,0.00001347973],"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":[0.00001347247,0.0001825333,0.2043825,0.001439995,0.0002228502,0.0000036284,0.0005942507,0.0006828531,0.004179833,0.7808585,0.006184958,0.00125469],"study_design_scores_gemma":[0.002174539,0.0001000223,0.8434842,0.0004147138,0.0003554923,0.00000509325,0.008545111,0.1016702,0.0005411875,0.03247636,0.009197426,0.00103567],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99712,0.00009299826,0.00003376479,0.0007350836,0.000258144,0.0002415108,0.000002533475,0.0001529635,0.001362983],"genre_scores_gemma":[0.9978763,0.000510039,0.0001186948,0.0008670351,0.0003002003,0.000009512976,0.00005585762,0.00003352955,0.0002288226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7483821,"threshold_uncertainty_score":0.9999922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089158455660007,"score_gpt":0.205615965582772,"score_spread":0.194724381026172,"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."}}