{"id":"W1977661485","doi":"10.1145/514236.514256","title":"Rethinking the value of IT, again","year":2002,"lang":"en","type":"article","venue":"Communications of the ACM","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Blackberry (Canada)","funders":"","keywords":"Value (mathematics); Productivity; Computer science; Economics; Macroeconomics; Machine learning","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":[0.005408213,0.0006654038,0.0004726014,0.001728709,0.003530469,0.02188285,0.001745472,0.007770095,0.0113784],"category_scores_gemma":[0.01771791,0.0003186651,0.0005043612,0.001853983,0.02243124,0.03199035,0.004903965,0.01167033,0.003631136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004868605,"about_ca_system_score_gemma":0.005972756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009494696,"about_ca_topic_score_gemma":0.01108073,"domain_scores_codex":[0.9944398,0.002300397,0.000174337,0.0006982649,0.001831101,0.000556041],"domain_scores_gemma":[0.9868816,0.007234695,0.0006939146,0.001843405,0.002387631,0.000958823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003917031,0.00002136937,0.0005607805,0.0001332081,0.00001928127,0.0001320807,0.00346681,0.0002995256,0.0004506926,0.9044776,0.05336308,0.03703645],"study_design_scores_gemma":[0.0000124955,0.00001925582,0.0007816126,0.0002978991,0.00001576544,0.0001221775,0.004403904,0.0004422825,0.0004035655,0.6476699,0.3458061,0.0000251786],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01514131,0.02652838,0.01955974,0.649087,0.005858916,0.00002235304,0.0001774269,0.0002283719,0.2833965],"genre_scores_gemma":[0.7406412,0.02967309,0.01395391,0.1241082,0.008526293,0.00008824148,0.0002074325,0.0007058359,0.08209579],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02188285,"threshold_uncertainty_score":0.03806454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09644222873454858,"score_gpt":0.2715552702201877,"score_spread":0.1751130414856391,"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."}}