{"id":"W2017905500","doi":"10.1145/2659254.2659257","title":"Aligning IT for future business value","year":2014,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Portfolio; Value (mathematics); Process management; Process (computing); Business value; Computer science; Project portfolio management; Knowledge management; Strategic alignment; Business; Management science; Risk analysis (engineering); Systems engineering; Engineering; Marketing; Project management; Economics; Microeconomics; Strategic planning; Finance","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002191273,0.0003038693,0.0003451465,0.0003804872,0.0005153118,0.000442523,0.001162975,0.00011774,0.00001476391],"category_scores_gemma":[0.002133304,0.0002292335,0.00008035896,0.0007873916,0.00008665364,0.02121885,0.0003069813,0.0001981208,0.0001745456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005845314,"about_ca_system_score_gemma":0.00004480176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002997244,"about_ca_topic_score_gemma":0.0001525609,"domain_scores_codex":[0.9978204,0.00001876498,0.001021464,0.0002373329,0.0004095254,0.0004925536],"domain_scores_gemma":[0.9967917,0.000378503,0.0009950717,0.001247509,0.0005699251,0.00001727859],"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":[0.0002763649,0.00003830628,0.0004885718,0.003449541,0.0000294333,5.960057e-7,0.0003192778,0.007024857,0.00007010373,0.8959516,0.0720975,0.02025388],"study_design_scores_gemma":[0.001515709,0.00001411792,0.00008900576,0.0002843942,0.00003156114,0.000006355158,0.003701475,0.05123545,0.0001050374,0.001440499,0.9412454,0.0003309819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008334412,0.001028894,0.9556316,0.005288811,0.006226822,0.005449479,0.00622854,0.0005625031,0.01124892],"genre_scores_gemma":[0.8676468,0.001537603,0.01579531,0.02049838,0.0103255,0.006903316,0.07687035,0.0001424649,0.0002803477],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9398363,"threshold_uncertainty_score":0.9924709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388083972589524,"score_gpt":0.2547510300531901,"score_spread":0.2408701903272948,"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."}}