{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001445998,0.0002691089,0.0004386354,0.001688323,0.000730385,0.004035925,0.000533325,0.00181009,0.006703397],"category_scores_gemma":[0.007455846,0.0002294524,0.0004882672,0.003295961,0.001968432,0.005255388,0.001814674,0.001087286,0.0005219168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002922176,"about_ca_system_score_gemma":0.001997596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004859555,"about_ca_topic_score_gemma":0.005557647,"domain_scores_codex":[0.9990446,0.000398873,0.00004607301,0.0001135126,0.0001601442,0.0002367442],"domain_scores_gemma":[0.9910822,0.006494325,0.001454219,0.0002394445,0.0002748894,0.0004548507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003762093,0.000458679,0.3496097,0.0002992351,0.000211112,0.00111976,0.002465991,0.05648484,0.001139005,0.4778375,0.003875395,0.1061227],"study_design_scores_gemma":[0.000117548,0.0004736125,0.2905538,0.0006633208,0.0003371965,0.0008843945,0.005146373,0.08902256,0.00220262,0.5814598,0.02902522,0.0001137003],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8927058,0.008507784,0.0229276,0.01121804,0.00006981713,0.00006147759,0.0003958198,0.0000813165,0.06403238],"genre_scores_gemma":[0.9955572,0.001108702,0.000889334,0.00008546798,0.00002828152,0.00001241778,0.00005147897,0.000004707028,0.002262566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006703397,"threshold_uncertainty_score":0.02242512,"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."}}