{"id":"W2116240960","doi":"10.1002/smj.447","title":"The effect of alliance network diversity on multinational enterprise performance","year":2005,"lang":"en","type":"article","venue":"Strategic Management Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":530,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Alliance; Multinational corporation; Transaction cost; Diversity (politics); Industrial organization; Sample (material); Business; Economic geography; Structural equation modeling; Economics; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004226176,0.0002027807,0.0002955488,0.0009365313,0.0006866159,0.002288296,0.0003178829,0.0003905484,0.003595491],"category_scores_gemma":[0.02679291,0.00008273493,0.0001698875,0.001223331,0.001115353,0.001868301,0.002939842,0.0007261837,0.0003317132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005609369,"about_ca_system_score_gemma":0.0003387749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001176626,"about_ca_topic_score_gemma":0.00153827,"domain_scores_codex":[0.9969296,0.001537434,0.0001684268,0.0002867382,0.0006213197,0.0004565166],"domain_scores_gemma":[0.9484144,0.02347513,0.01665397,0.002064684,0.003220632,0.00617115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002192696,0.0001642554,0.9799061,0.00002300363,0.0001303966,0.0001254027,0.0005304829,0.003579266,0.0004856638,0.001174026,0.0003127647,0.01334945],"study_design_scores_gemma":[0.00001577683,0.0003300529,0.989953,0.00002900276,0.00003804206,0.0001863485,0.002053492,0.003751495,0.0004318838,0.002471717,0.0007247534,0.00001443543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997952,0.00007977807,0.0001591316,0.0001164049,0.00000331084,0.000002572413,0.00003810987,0.000001906997,0.001646665],"genre_scores_gemma":[0.9998487,0.00002093823,0.00002469134,0.00000573143,0.000006179443,9.136418e-7,0.00002517547,4.767165e-7,0.00006720442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004226176,"threshold_uncertainty_score":0.02235043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554182982704549,"score_gpt":0.2218301503587018,"score_spread":0.2062883205316563,"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."}}