{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002475311,0.00006415219,0.00005964446,0.0001771092,0.0003288213,0.0001461906,0.0001110826,0.00002710787,0.00007079895],"category_scores_gemma":[0.0003105075,0.00006210796,0.000002854106,0.00364842,0.0002243879,0.00348372,0.00003056874,0.00003857711,0.00002505964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002169518,"about_ca_system_score_gemma":0.00008974877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000734998,"about_ca_topic_score_gemma":0.00001583213,"domain_scores_codex":[0.9992914,0.00000225712,0.0001533671,0.0002164088,0.0002144128,0.0001221139],"domain_scores_gemma":[0.999235,0.00000322685,0.00008492551,0.00008277308,0.0005887449,0.000005272429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003351545,0.00005925416,0.7842051,0.00007771802,9.895298e-7,0.00000450583,0.0005544611,0.002953065,0.03456585,0.1764564,0.0004256256,0.0006936607],"study_design_scores_gemma":[0.0002766705,0.000004341651,0.9548773,0.00001895506,0.000003230788,0.0000139603,0.0003011875,0.03063807,0.01077959,0.002125229,0.0007285018,0.0002330246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960274,0.00001597508,0.0008613932,0.0007121788,0.0001162386,0.00009890139,1.721672e-7,0.0000432408,0.002124506],"genre_scores_gemma":[0.9988687,0.00001595035,0.0001205547,0.0007066766,0.0001939304,0.000003532485,0.00001379321,0.000006969647,0.00006987037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1743312,"threshold_uncertainty_score":0.2532689,"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."}}