{"id":"W2543756242","doi":"10.22215/timreview/1024","title":"Managing Innovation Ecosystems to Create and Capture Value in ICT Industries","year":2016,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Order (exchange); Ecosystem; Value (mathematics); Information and Communications Technology; Knowledge management; Industrial organization; Innovation management; Value creation; Process management; Marketing; Computer science; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001648701,0.0003377668,0.0004454693,0.006131223,0.0001475693,0.000132092,0.0004087594,0.0001608162,0.0001382225],"category_scores_gemma":[0.0003219671,0.0002688334,0.00002223381,0.0199341,0.00007833634,0.0007471683,0.0006146118,0.0002047361,0.0005402884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001542263,"about_ca_system_score_gemma":0.00001276198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002896666,"about_ca_topic_score_gemma":0.00003479666,"domain_scores_codex":[0.9974779,0.00001975564,0.001168754,0.0006101143,0.0002958413,0.0004276044],"domain_scores_gemma":[0.9983236,0.00001719304,0.000519589,0.0005403861,0.0005916365,0.000007629313],"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":[0.000007046693,0.0000306151,0.003944959,0.001785507,0.00003216537,0.0000122694,0.000005065711,0.000001118995,0.0001641284,0.8212388,0.01267254,0.1601059],"study_design_scores_gemma":[0.0009217716,0.00001926377,0.001307922,0.0066862,0.00007808383,0.000004144255,0.0003334863,0.00009559138,0.0001306556,0.05452041,0.9353278,0.000574696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0666328,0.005191531,0.01339972,0.2698006,0.001276191,0.0079615,0.000007781548,0.002030003,0.6336999],"genre_scores_gemma":[0.9517125,0.003609439,0.001041016,0.03561318,0.0003113777,0.0009378573,0.0001000094,0.00008311745,0.006591458],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9226552,"threshold_uncertainty_score":0.9999764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353496240895651,"score_gpt":0.2573923422702565,"score_spread":0.2338573798613,"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."}}