{"id":"W2064173236","doi":"10.1287/orsc.1030.0058","title":"On the Relationship Between Organizational Complexity and Organizational Structuration","year":2004,"lang":"en","type":"article","venue":"Organization Science","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Complexity theory and organizations; Conceptualization; Organizational studies; Organizational theory; Computer science; Knowledge management; Complexity management; Function (biology); Organizational memory; Organizational architecture; Organizational learning; Management science; Management; Artificial intelligence; Economics","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":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003282747,0.0001833728,0.0002053212,0.0005160847,0.002867839,0.001501295,0.001097553,0.00007181131,0.001298934],"category_scores_gemma":[0.05548874,0.0001180579,0.00002358066,0.01048346,0.0008579251,0.0009133532,0.0003796992,0.0001760205,0.0006314373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001900665,"about_ca_system_score_gemma":0.0005668279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001187339,"about_ca_topic_score_gemma":0.00001381543,"domain_scores_codex":[0.9948594,0.0001632598,0.0007554761,0.000750413,0.003185261,0.000286189],"domain_scores_gemma":[0.9921513,0.003959664,0.0004186904,0.0006973244,0.002590453,0.0001826085],"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":[0.000001294777,0.000007550942,0.290432,5.797014e-7,0.000001205876,3.2775e-7,0.0003501069,0.0004667591,0.0004382474,0.7079352,0.0003087446,0.00005807256],"study_design_scores_gemma":[0.0001483255,0.00001445499,0.5226207,0.000007883596,0.00000244571,0.00001445269,0.0001921984,0.0001727823,0.0004562721,0.4762143,0.00006315229,0.0000930043],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8071752,0.00001292125,0.1860036,0.004848396,0.0003033617,0.0002683318,0.00002175356,0.00008419225,0.00128234],"genre_scores_gemma":[0.9969003,3.825129e-7,0.002041315,0.0006147541,0.0001634993,0.000001807251,0.00001637753,0.00002123916,0.0002402923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2321888,"threshold_uncertainty_score":0.999614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2300229367322468,"score_gpt":0.3878116549380175,"score_spread":0.1577887182057707,"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."}}