{"id":"W2130978177","doi":"10.5267/j.msl.2012.04.011","title":"An empirical study to measure the impact of e-business on organizational performance with an emphasis on integrated production information","year":2012,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Measure (data warehouse); Production (economics); Organizational performance; Marketing; Empirical research; Knowledge management; Industrial organization; Computer science; Economics; Mathematics; Microeconomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001153719,0.0001985042,0.0001223598,0.0006817897,0.0004546562,0.0004395513,0.0007646232,0.00001645356,0.0000671837],"category_scores_gemma":[0.00008374913,0.0001110958,0.00001780555,0.004789186,0.0001796905,0.007920897,0.0001128907,0.0000988656,0.0001366052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130607,"about_ca_system_score_gemma":0.00001767738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001742258,"about_ca_topic_score_gemma":0.00001187299,"domain_scores_codex":[0.9981126,0.00002010279,0.0002312533,0.0003006456,0.0009920872,0.0003432708],"domain_scores_gemma":[0.9988858,0.000007802463,0.0001713809,0.0005761049,0.0003279648,0.00003100907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000468464,0.001486138,0.9168576,0.00006035134,0.00003757575,9.106068e-7,0.001129609,0.04863923,0.0007737057,0.0005046316,0.003038078,0.02700369],"study_design_scores_gemma":[0.0001667724,0.0001929609,0.9945705,0.00005175386,0.00003169907,0.000001235671,0.001312578,0.002534054,0.0002800062,0.00000441605,0.0006639627,0.0001900401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924206,4.932088e-7,0.003337946,0.002465197,0.0003066516,0.0007817558,0.000002054819,0.00006561468,0.0006196748],"genre_scores_gemma":[0.9962857,6.096889e-7,0.0001444622,0.003191548,0.000283952,0.00002857719,0.00004501035,0.00001138038,0.000008704158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07771292,"threshold_uncertainty_score":0.5742459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04457585002449287,"score_gpt":0.3017643567265376,"score_spread":0.2571885067020447,"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."}}