{"id":"W3124370533","doi":"","title":"IT Innovation Persistence: An Oxymoron?","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Competitor analysis; Sustainability; Business; Overconfidence effect; Marketing; Oxymoron; Roller coaster; Industrial organization; Economics; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004859847,0.0001118008,0.0001665636,0.000551169,0.0002109883,0.00007684898,0.000232742,0.00009305719,0.0002714326],"category_scores_gemma":[0.0001009882,0.0001263548,0.00005932979,0.0009237346,0.00003407383,0.0004880639,0.00001473812,0.0009857696,0.0002771686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007531969,"about_ca_system_score_gemma":0.0002718073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003256697,"about_ca_topic_score_gemma":0.0002242813,"domain_scores_codex":[0.9976926,0.000009057899,0.0006877431,0.0002140307,0.00006242458,0.001334119],"domain_scores_gemma":[0.9992564,0.00001317026,0.0003848124,0.0001667199,0.0001285213,0.00005040816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001907172,0.0000536046,0.01553901,0.000001968121,0.0000343507,0.000001389756,0.0002534871,0.000004484195,0.0000793084,0.9782643,0.0002743484,0.005474702],"study_design_scores_gemma":[0.0008952914,0.0004218959,0.02785518,0.000006606943,0.0000048344,0.0002317217,0.002830338,0.0002401793,0.0001278241,0.9023865,0.06466161,0.0003380357],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8138047,0.001367515,0.1023513,0.004790063,0.0007026029,0.0001322694,0.00000776399,0.00005590495,0.0767879],"genre_scores_gemma":[0.9940053,0.0002765302,0.0003898468,0.001397778,0.0003449276,0.000001359094,0.00001467167,0.00001925587,0.003550326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1802006,"threshold_uncertainty_score":0.5152599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03679238894976392,"score_gpt":0.249828777716858,"score_spread":0.213036388767094,"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."}}