{"id":"W2788722173","doi":"10.7202/1043080ar","title":"Global organization of innovation processes","year":2018,"lang":"en","type":"article","venue":"Management international","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internationalization; Multinational corporation; Business; Process (computing); Intersection (aeronautics); Focus (optics); Innovation process; Knowledge management; Economic geography; Industrial organization; Marketing; International trade; Economics; Work in process; Computer science; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002345234,0.0001165322,0.00008959651,0.0005661943,0.00009289532,0.0001553156,0.0003669758,0.00003008493,0.0009201172],"category_scores_gemma":[0.0001823045,0.0001186685,0.00001501877,0.00441163,0.00006456784,0.0005922252,0.0003121874,0.00002517755,0.0006695183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006396676,"about_ca_system_score_gemma":0.00001369056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001459268,"about_ca_topic_score_gemma":0.00002163151,"domain_scores_codex":[0.9988478,0.00000233958,0.0004226181,0.0002156748,0.0003801075,0.000131506],"domain_scores_gemma":[0.9967365,0.000004423626,0.0003281294,0.0001541556,0.002773515,0.000003223936],"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":[0.00001361227,0.0001095273,0.05861346,0.0001678195,0.0000697318,0.000001422327,0.00001403355,0.000005147161,0.00002692809,0.9164115,0.01898894,0.005577837],"study_design_scores_gemma":[0.001759748,0.00002930923,0.0813324,0.0001576283,0.0001010097,0.00000201338,0.001110301,0.002085127,0.000869029,0.04919001,0.8628352,0.0005281811],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02452224,0.000003053805,0.01799726,0.0009320935,0.001448593,0.0002313387,0.00000406867,0.0001483001,0.954713],"genre_scores_gemma":[0.9932549,0.000003286317,0.001038265,0.002278805,0.001179443,0.00001244499,0.0002332693,0.0000138954,0.001985698],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9687327,"threshold_uncertainty_score":0.9999932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505533913020066,"score_gpt":0.249469504736362,"score_spread":0.2344141656061613,"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."}}