{"id":"W2924229623","doi":"10.1080/19186444.2018.1558040","title":"Does internationalization matter? Comparing the innovative performance of Brazilian multinational and non-multinational companies","year":2018,"lang":"en","type":"article","venue":"Transnational Corporation Review","topic":"International Business and FDI","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Internationalization; Multinational corporation; Novelty; Business; Scale (ratio); Industrial organization; Marketing; Process (computing); International trade; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0005755834,0.0001888529,0.0002444238,0.000246432,0.0003090749,0.0001298723,0.0002700138,0.00004139889,0.0008463064],"category_scores_gemma":[0.00008995381,0.0001187643,0.0000528639,0.0007818194,0.0003058706,0.001498167,0.00006629893,0.0001035015,0.00007035123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003732485,"about_ca_system_score_gemma":0.0000552317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003449836,"about_ca_topic_score_gemma":0.00007992105,"domain_scores_codex":[0.9982622,0.00002147932,0.0006588502,0.0002573281,0.000677111,0.0001230803],"domain_scores_gemma":[0.9956726,0.0001035096,0.000645617,0.0001219897,0.003446736,0.000009552584],"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":[0.00006169615,0.0001008666,0.1334038,0.001200318,0.00005644055,2.896301e-7,0.00007046622,0.0001799032,0.0003908675,0.8611245,0.001522638,0.001888237],"study_design_scores_gemma":[0.0006300565,0.00001822077,0.888309,0.0006040205,0.00004650575,0.000004222703,0.00002503122,0.08515813,0.000193289,0.00479351,0.01998233,0.0002356966],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9250249,0.000446729,0.01697661,0.03818464,0.001153835,0.001560482,0.00006507539,0.00008485888,0.01650286],"genre_scores_gemma":[0.9940043,0.0001109938,0.0005857452,0.003812198,0.0005095974,0.00006861409,0.0006754904,0.0000165462,0.0002165319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8563309,"threshold_uncertainty_score":0.9266461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02273090129246653,"score_gpt":0.2632487707425697,"score_spread":0.2405178694501032,"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."}}