{"id":"W4394755849","doi":"10.1080/13662716.2024.2340620","title":"Capability flows and technological diversification within multi-locational firms in Europe","year":2024,"lang":"en","type":"article","venue":"Industry and Innovation","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Diversification (marketing strategy); Business; Economic geography; Industrial organization; Novelty; Context (archaeology); Marketing; Economics; Geography","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":[0.0007085069,0.00009853102,0.00007591615,0.0006854679,0.0001011453,0.0002275584,0.00006375015,0.0001784413,0.00004820699],"category_scores_gemma":[0.000276195,0.00008860577,0.000005618785,0.003703756,0.00008528765,0.0006620616,0.0001037669,0.0003632332,0.00004587036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002918727,"about_ca_system_score_gemma":0.00001709034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002086487,"about_ca_topic_score_gemma":0.00001753515,"domain_scores_codex":[0.9992228,0.000008715178,0.0002926059,0.0002698286,0.000105612,0.0001004364],"domain_scores_gemma":[0.9995695,0.00001562624,0.00006726246,0.00009153452,0.0002523064,0.000003784039],"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":[0.000007853432,0.00005491162,0.02930267,0.0001222457,0.00000588169,0.000003413428,0.00005762075,0.00001042467,0.0009292702,0.9436699,0.0003980421,0.02543777],"study_design_scores_gemma":[0.001535844,0.00003456464,0.4536094,0.0004010747,0.00004443975,0.000009780205,0.00261734,0.2913755,0.0005650009,0.03878634,0.2101853,0.0008353906],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724597,0.00005393552,0.0006821008,0.004340007,0.0002736232,0.0002485165,0.000001978334,0.0001692597,0.02177093],"genre_scores_gemma":[0.9983135,0.000003655668,0.000249143,0.0006442199,0.0001780209,0.00002120159,0.00006791342,0.000006984482,0.0005153904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9048836,"threshold_uncertainty_score":0.3613238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05538219372934167,"score_gpt":0.2680053843189037,"score_spread":0.212623190589562,"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."}}