{"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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004233261,0.0001802151,0.0002094613,0.0003960828,0.0002265761,0.001103772,0.0003519442,0.00004436389,0.0001699086],"category_scores_gemma":[0.0002011174,0.0001284164,0.00003051109,0.0008015049,0.0001316913,0.005477783,0.00006238378,0.000123182,0.0009815511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001186291,"about_ca_system_score_gemma":0.0001048893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01257247,"about_ca_topic_score_gemma":0.00003389892,"domain_scores_codex":[0.9983037,0.00003640701,0.0007677936,0.0001092097,0.0005631975,0.000219751],"domain_scores_gemma":[0.9971772,0.0001441703,0.0008506505,0.0003020857,0.001511371,0.0000145395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004968042,0.00002735093,0.003981561,0.00008766622,0.00001145395,6.364527e-8,0.0005435715,0.004796047,0.00002716994,0.9812261,0.0005992681,0.008649991],"study_design_scores_gemma":[0.0008730599,0.00008481841,0.008381171,0.0003267354,0.00001638617,0.000002685903,0.09071691,0.8147379,0.00009503349,0.006307152,0.07803786,0.0004203486],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06695571,0.0002136327,0.09423463,0.00904696,0.005139437,0.009985116,0.0004141612,0.0006194874,0.8133909],"genre_scores_gemma":[0.9984177,0.000007446428,0.00002540432,0.0008017526,0.0001397605,0.0001976856,0.0003898256,0.000006548767,0.00001389658],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.974919,"threshold_uncertainty_score":0.9999332,"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."}}