{"id":"W2110621765","doi":"10.1287/orsc.1080.0390","title":"Process Capabilities and Value Generation in Alliance Portfolios","year":2008,"lang":"en","type":"article","venue":"Organization Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":266,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Alliance; Conceptualization; Portfolio; Corporate governance; Business; Context (archaeology); Process (computing); Value (mathematics); Relational capital; Knowledge management; Function (biology); Industrial organization; Dimension (graph theory); Computer science; Intellectual capital; Political science; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004848503,0.0003909667,0.0002863912,0.003532331,0.000781617,0.00414748,0.000486547,0.0006951145,0.002422832],"category_scores_gemma":[0.03430533,0.0002436755,0.0005327765,0.002539375,0.002273835,0.006037041,0.00376303,0.0007908624,0.0002189726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024852,"about_ca_system_score_gemma":0.0008778157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007008377,"about_ca_topic_score_gemma":0.0005646083,"domain_scores_codex":[0.9973146,0.001188879,0.000212082,0.0002774186,0.000664618,0.0003423386],"domain_scores_gemma":[0.9680161,0.01962157,0.007673961,0.002417678,0.00109803,0.001172702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002318262,0.000470888,0.4442023,0.0002631502,0.0003052587,0.0005962256,0.009028364,0.03210177,0.003850889,0.3522507,0.0004174633,0.1562812],"study_design_scores_gemma":[0.000104148,0.0004525489,0.3146942,0.0002504502,0.0001889427,0.0009665564,0.004682481,0.04808516,0.003537648,0.619727,0.007194125,0.0001167755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9400409,0.0004729295,0.03735433,0.0004413496,0.000007597939,0.00006901947,0.00008065523,0.00004577357,0.02148745],"genre_scores_gemma":[0.9976864,0.00007152453,0.00200347,0.000008423981,0.000004443353,0.0000209562,0.00003366637,0.000002525433,0.0001686537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004848503,"threshold_uncertainty_score":0.02564168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02545578391337169,"score_gpt":0.235209541452655,"score_spread":0.2097537575392833,"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."}}