{"id":"W3122173685","doi":"","title":"The Effect of Organizational Innovation and Information Technology on Firm Performance","year":2004,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Industrial organization; Information technology; Knowledge management; Technology innovation; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005650974,0.0001184261,0.0001570996,0.0006447694,0.00008597004,0.00004833809,0.0001861097,0.0002371906,0.00000458303],"category_scores_gemma":[0.0002998084,0.00009732445,0.00001421554,0.0002978351,0.0001459162,0.0001330747,0.0001532365,0.000634158,0.000004462205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003281054,"about_ca_system_score_gemma":0.00009991818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000631682,"about_ca_topic_score_gemma":0.000005449373,"domain_scores_codex":[0.9992982,0.00002244265,0.0003065654,0.0000569497,0.00009900359,0.0002168624],"domain_scores_gemma":[0.999384,0.0002178145,0.000064341,0.0002431559,0.00007326069,0.0000173681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001153405,0.00001248434,0.03396525,0.001167122,0.00009853833,3.51546e-7,0.001447535,0.5753641,0.0003654633,0.01448917,0.00003988594,0.3729348],"study_design_scores_gemma":[0.006377383,0.003753911,0.3425563,0.003081795,0.00004396978,0.0000681982,0.002313478,0.4283002,0.1400819,0.01398823,0.05703948,0.002395116],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870315,0.00004422644,0.000004914294,0.0001486731,0.0001540787,0.0002938928,0.00001185599,0.00004006122,0.01227083],"genre_scores_gemma":[0.9963456,0.003448185,0.00001751488,0.000009201799,0.00003774921,0.00004211764,0.00004287876,0.00001550631,0.0000412374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3705397,"threshold_uncertainty_score":0.3968776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007161654914372357,"score_gpt":0.2545456586058268,"score_spread":0.2473840036914545,"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."}}