{"id":"W2025962156","doi":"10.1145/2020976.2021003","title":"IT manager's handbook, the business edition by Bill Holtsnider and Brian D. Jaffe","year":2011,"lang":"en","type":"article","venue":"ACM SIGSOFT Software Engineering Notes","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Management; Engineering; Computer science; Library science; Software engineering; Economics","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":[0.00177821,0.001251086,0.0008706809,0.00305915,0.0009652877,0.00407019,0.000843307,0.001464737,0.1384268],"category_scores_gemma":[0.00543343,0.0009112426,0.0003177601,0.003890613,0.0004638112,0.004056961,0.0008286408,0.002350315,0.1709329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008341502,"about_ca_system_score_gemma":0.003523248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004445099,"about_ca_topic_score_gemma":0.01640235,"domain_scores_codex":[0.9989365,0.0001230084,0.000112037,0.00009408458,0.0006734957,0.00006082516],"domain_scores_gemma":[0.9966542,0.0009334662,0.0002465698,0.0001854967,0.001367286,0.0006130421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005204208,0.00001063904,0.00004654341,0.00008662594,0.000001042934,0.000009616086,0.00004979721,0.00002465611,0.00009197938,0.0008927851,0.9360606,0.06272063],"study_design_scores_gemma":[0.000002978833,0.00001298242,0.0003321706,0.0001364174,0.000001882798,0.00006156634,0.00007333914,0.00003485913,0.00003660188,0.0006263056,0.9986765,0.000004418607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001410415,0.294226,0.0142046,0.06512353,0.02956421,0.000327291,0.006122794,0.005130125,0.5838911],"genre_scores_gemma":[0.002756012,0.08293922,0.005542333,0.005080267,0.002762811,0.0001372945,0.001908666,0.000596341,0.898277],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1384268,"threshold_uncertainty_score":0.4630839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01646285918915209,"score_gpt":0.1985413907802767,"score_spread":0.1820785315911246,"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."}}