{"id":"W2499442663","doi":"10.5465/ambpp.2015.263","title":"Do Alliances Lead to Competition? An Empirical Analysis of the US Biopharmaceutical Industry","year":2015,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Alliance; Competition (biology); Reputation; Industrial organization; Business; Perspective (graphical); Biopharmaceutical; Trustworthiness; Similarity (geometry); Dilemma; Marketing; Economics; Psychology","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":[0.00363331,0.0001442508,0.0003885138,0.001596433,0.002357769,0.002354431,0.0005661243,0.001080172,0.005934298],"category_scores_gemma":[0.01877268,0.0001847611,0.0003915046,0.001882311,0.001578854,0.003544943,0.002348374,0.001794114,0.0004479905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436163,"about_ca_system_score_gemma":0.001508765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009863328,"about_ca_topic_score_gemma":0.01297787,"domain_scores_codex":[0.9978245,0.0008818412,0.00009078321,0.0002630858,0.0003823731,0.0005574033],"domain_scores_gemma":[0.9674914,0.01782439,0.009550394,0.0009733856,0.001219323,0.00294118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003730519,0.0009587717,0.9022669,0.0001038988,0.00007632328,0.0008056177,0.01023367,0.002409979,0.0007489308,0.02221247,0.002651954,0.05715845],"study_design_scores_gemma":[0.0000648658,0.0005323361,0.9328444,0.0001337978,0.00008283811,0.0005369838,0.03184772,0.008849832,0.0006515709,0.01370992,0.01070362,0.00004220728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903842,0.0005906946,0.000459783,0.0006182228,0.000003996508,0.00002072259,0.00004192794,0.000004926653,0.007875402],"genre_scores_gemma":[0.9991689,0.0001400167,0.00007853792,0.0000547588,0.000006532956,0.000008814988,0.00003682107,0.000001584361,0.0005039712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009863328,"threshold_uncertainty_score":0.01985222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075238762304555,"score_gpt":0.3656696315212981,"score_spread":0.2581457552908426,"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."}}