{"id":"W2080754942","doi":"10.1145/1232743.1232746","title":"How to avoid disappointment by design","year":2007,"lang":"en","type":"article","venue":"Communications of the ACM","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Disappointment; Stakeholder; Computer science; Risk analysis (engineering); Business; Economics; Management; Psychology","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":[0.0355015,0.001525368,0.0008284237,0.001571083,0.004549132,0.01142766,0.003163557,0.00761581,0.008233496],"category_scores_gemma":[0.09883513,0.0009083222,0.0008879686,0.0009131352,0.01191319,0.01684097,0.004606324,0.007714419,0.008350403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003604697,"about_ca_system_score_gemma":0.009931321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003487482,"about_ca_topic_score_gemma":0.005064951,"domain_scores_codex":[0.9564772,0.02105572,0.00171375,0.002727923,0.01572563,0.002299813],"domain_scores_gemma":[0.9260687,0.02017729,0.005103468,0.01850156,0.02550644,0.004642495],"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":[0.0002528872,0.0006213148,0.006420029,0.002042113,0.0004604713,0.0008641977,0.0167096,0.007847308,0.00740935,0.2228848,0.3475819,0.3869061],"study_design_scores_gemma":[0.0001914813,0.0005472844,0.002526593,0.001269606,0.0002417427,0.001302766,0.009966606,0.006102972,0.006985744,0.3570633,0.61352,0.0002818719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.02582338,0.01061305,0.4479844,0.3631364,0.007081565,0.0007285418,0.0001625212,0.004563067,0.139907],"genre_scores_gemma":[0.44113,0.006748898,0.3938006,0.0794003,0.001694723,0.001048466,0.0002454037,0.003358712,0.07257281],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0355015,"threshold_uncertainty_score":0.1877521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09784402120495653,"score_gpt":0.3288334125327242,"score_spread":0.2309893913277677,"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."}}