{"id":"W2160245309","doi":"10.1287/isre.1100.0296","title":"Information Technology, Network Structure, and Competitive Action","year":2010,"lang":"en","type":"article","venue":"Information Systems Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Industrial organization; Competitive advantage; Network structure; Business; Action (physics); Knowledge management; Marketing; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001118184,0.0001945451,0.0001666294,0.002159086,0.0007029756,0.001937806,0.0002945016,0.0006146175,0.0034682],"category_scores_gemma":[0.008737567,0.0001124599,0.0001961752,0.00284703,0.001887722,0.002891849,0.0009273165,0.000417742,0.000177311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001907498,"about_ca_system_score_gemma":0.0008207111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009342592,"about_ca_topic_score_gemma":0.01222185,"domain_scores_codex":[0.999234,0.0003351765,0.00003906381,0.00009325721,0.0001650531,0.0001334769],"domain_scores_gemma":[0.9813552,0.01071259,0.005572471,0.000370947,0.0007043987,0.001284442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000160188,0.0003656193,0.8228709,0.000196266,0.0002025879,0.0002716088,0.00401286,0.0139422,0.0008365672,0.1031971,0.001373278,0.05257081],"study_design_scores_gemma":[0.00004284585,0.0002446888,0.8732632,0.0001400228,0.000105183,0.0003127481,0.008428715,0.02197953,0.0006182286,0.08415535,0.01066224,0.00004722254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678265,0.0006392279,0.002277252,0.001542948,0.00000783998,0.00002414511,0.0001644122,0.000009690264,0.02750802],"genre_scores_gemma":[0.9992157,0.0001946597,0.0002795037,0.00002355563,0.000005875376,0.000006759222,0.00004493135,8.547615e-7,0.0002281282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009342592,"threshold_uncertainty_score":0.01857638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03782368992681066,"score_gpt":0.3024324541896812,"score_spread":0.2646087642628706,"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."}}