{"id":"W86512419","doi":"","title":"The Role of Information Systems in Organizational Improvisation: A Perspective based on Two Complementary Theories","year":2013,"lang":"en","type":"article","venue":"Americas Conference on Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Improvisation; Knowledge management; Perspective (graphical); Dynamic capabilities; Computer science; Process management; Information system; Management science; Business; Engineering; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006313631,0.001190623,0.0008986382,0.009159556,0.003889735,0.01770085,0.003142073,0.006197277,0.006534725],"category_scores_gemma":[0.007991252,0.0007175253,0.001460421,0.005935128,0.03471335,0.0251952,0.007343751,0.005565017,0.0008197427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006788408,"about_ca_system_score_gemma":0.006198948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002403137,"about_ca_topic_score_gemma":0.00139477,"domain_scores_codex":[0.992349,0.004521164,0.0002846061,0.000578793,0.001328502,0.0009379824],"domain_scores_gemma":[0.9716315,0.02195268,0.002067565,0.001616809,0.001409108,0.001322337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001095301,0.00005454167,0.0004086813,0.0001139419,0.000006354557,0.0001022038,0.003297615,0.0004694892,0.0000591653,0.9904386,0.0003660824,0.004672289],"study_design_scores_gemma":[0.00005767886,0.0001477215,0.00115741,0.0009403961,0.00003631071,0.0005854118,0.02219229,0.01209638,0.0008114851,0.9203127,0.04160789,0.00005433998],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08549768,0.02773052,0.2245054,0.09182131,0.001027318,0.0003418618,0.0001150264,0.0001221668,0.5688387],"genre_scores_gemma":[0.9431548,0.01240284,0.0302407,0.002610763,0.0007285309,0.0004343789,0.00006225571,0.00004200534,0.01032373],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01770085,"threshold_uncertainty_score":0.04925352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02473156632602266,"score_gpt":0.2638173310944824,"score_spread":0.2390857647684597,"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."}}