{"id":"W789860972","doi":"10.4018/978-1-4666-4983-5.ch004","title":"Improving the Business Value of IS","year":2013,"lang":"en","type":"book-chapter","venue":"Advances in business information systems and analytics book series","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Outsourcing; Business value; Value (mathematics); Productivity; Work (physics); Productivity paradox; Business; Empirical research; Supply chain; Value chain; Industrial organization; Knowledge management; Empirical evidence; Information technology; Marketing; Economics; Engineering; Computer science; Microeconomics","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":[0.0007262598,0.0005502431,0.0004166402,0.001733834,0.0005262658,0.004572332,0.0006083107,0.0008791224,0.0143138],"category_scores_gemma":[0.002544012,0.0001400218,0.0003225896,0.003192951,0.0009114692,0.00489675,0.001193069,0.001187866,0.003735537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001386948,"about_ca_system_score_gemma":0.001709621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001122463,"about_ca_topic_score_gemma":0.001421591,"domain_scores_codex":[0.999164,0.0001409216,0.00003407942,0.00006393782,0.0005455689,0.00005158438],"domain_scores_gemma":[0.9989735,0.0006012251,0.00007453677,0.00005655579,0.0002503632,0.00004385465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000014657,0.00003002971,0.0004045575,0.001970725,0.00002319148,0.0001109439,0.0005330406,0.0007152898,0.001197993,0.1842071,0.07974667,0.7310458],"study_design_scores_gemma":[0.000002793307,0.00003017189,0.0006943553,0.002058173,0.00002247592,0.0002456219,0.0003504471,0.0002255639,0.0006106488,0.03140321,0.9643467,0.000009873091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.005438907,0.5056769,0.006504131,0.01269304,0.002998385,0.00003898006,0.000120245,0.0001208635,0.4664085],"genre_scores_gemma":[0.07785321,0.7970172,0.007777646,0.004147536,0.005361769,0.0000460566,0.0003656351,0.0001104834,0.1073203],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0143138,"threshold_uncertainty_score":0.0478844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007596387193875855,"score_gpt":0.1930787517953776,"score_spread":0.1854823646015017,"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."}}