{"id":"W4245411659","doi":"10.22215/timreview686","title":"TIM Lecture Series – Enhancing Competitive Position Through Innovation Beyond R&D","year":2013,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Position (finance); Competitive advantage; State (computer science); Series (stratigraphy); Management; Business; Political science; Industrial organization; Economics; Computer science; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007813795,0.0004435269,0.0004910962,0.002588763,0.0004107203,0.0002981124,0.0005285506,0.000197817,0.002006324],"category_scores_gemma":[0.0001916034,0.0004297416,0.00006228052,0.01763577,0.0001602222,0.002354621,0.000577427,0.0003697161,0.005371553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001489159,"about_ca_system_score_gemma":0.00001708847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001703092,"about_ca_topic_score_gemma":0.00002674194,"domain_scores_codex":[0.9970892,0.00002110828,0.001349247,0.0006254076,0.000430355,0.0004846925],"domain_scores_gemma":[0.9961514,0.000012919,0.0009716086,0.0006806899,0.002178072,0.000005319568],"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":[0.000004932385,0.00007778034,0.0001866977,0.002703463,0.00008998502,0.000003936466,0.00001072461,0.000001264705,0.0009891785,0.9213876,0.03907966,0.0354648],"study_design_scores_gemma":[0.0004360822,0.00001970372,0.0003042484,0.001394713,0.0001272237,0.000006835001,0.000322396,0.00002470133,0.0004740181,0.2417568,0.7546254,0.0005078681],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004792051,0.002470436,0.03284426,0.06286,0.0009121973,0.004424259,0.000003313934,0.001877923,0.8898156],"genre_scores_gemma":[0.677127,0.006444991,0.03769488,0.2458412,0.001850055,0.004335582,0.00488049,0.0002888227,0.02153698],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8682786,"threshold_uncertainty_score":0.9998155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01640245280091997,"score_gpt":0.2593359755860569,"score_spread":0.2429335227851369,"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."}}