{"id":"W1543243296","doi":"","title":"The Knowledge Factory: Innovation and IT Investment in Manufacturing","year":2007,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Investment (military); Industrial organization; Productivity; Production (economics); Value proposition; Dual (grammatical number); Factory (object-oriented programming); Value (mathematics); Order (exchange); Process (computing); Business; Value capture; Knowledge management; Structural equation modeling; Value creation; Computer science; Marketing; Economics; Microeconomics","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":[0.003004178,0.00005480746,0.00009555607,0.0002207186,0.0001611527,0.0008986621,0.0001151866,0.00004504827,3.32248e-7],"category_scores_gemma":[0.0003167346,0.00003208334,0.00003895413,0.0001726822,0.000006504393,0.005889405,0.0000350626,0.00007840618,0.0000116368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002979608,"about_ca_system_score_gemma":0.00001833663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001865955,"about_ca_topic_score_gemma":0.00005992854,"domain_scores_codex":[0.9990007,0.000001624479,0.0007157683,0.00002337365,0.0001449254,0.0001136503],"domain_scores_gemma":[0.9978181,0.0001169282,0.001733593,0.0000502471,0.0002761379,0.00000500902],"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":[0.0001644749,0.00006641239,0.08392401,0.0004020544,0.0001822919,2.01352e-7,0.002107888,0.003015647,0.00003159028,0.8519192,0.03373398,0.02445223],"study_design_scores_gemma":[0.0009800047,0.000009083506,0.06491323,0.00007098672,0.00001289192,0.00000215894,0.004852935,0.001872272,0.000060849,0.005538276,0.9215986,0.00008868468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574237,0.00002714301,0.0002787512,0.0004636846,0.001585633,0.0002956129,0.000001622973,0.000006153502,0.03991768],"genre_scores_gemma":[0.9987835,0.00000334014,0.000005522747,0.0005364834,0.0003004647,0.00000293147,0.000004006042,0.000003176412,0.0003605394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8878646,"threshold_uncertainty_score":0.8665819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0197482947279355,"score_gpt":0.2237730881137259,"score_spread":0.2040247933857904,"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."}}