{"id":"W2027526095","doi":"10.1111/j.1467-8276.2005.00731.x","title":"Process Innovation Activity in a Mixed Oligopoly: The Role of Cooperatives","year":2005,"lang":"en","type":"article","venue":"American Journal of Agricultural Economics","topic":"Cooperative Studies and Economics","field":"Business, Management and Accounting","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Oligopoly; Earnings; Welfare; Microeconomics; Industrial organization; Process (computing); Economics; Agriculture; Innovation process; Business; Cournot competition; Social Welfare; Market economy","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":[0.002651355,0.000519318,0.000903269,0.0007053942,0.001173766,0.002896409,0.001282179,0.00143239,0.005112235],"category_scores_gemma":[0.005492943,0.0005110976,0.0008253177,0.000556367,0.002711026,0.002396266,0.001397957,0.0008335527,0.0003372695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001739933,"about_ca_system_score_gemma":0.001595406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004657707,"about_ca_topic_score_gemma":0.003450851,"domain_scores_codex":[0.998239,0.001056967,0.00004836937,0.00022292,0.0001750591,0.0002576731],"domain_scores_gemma":[0.9945546,0.003385901,0.000780676,0.0002948564,0.0003543375,0.000629486],"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":[0.000352974,0.000407454,0.004925373,0.0001560051,0.0001031321,0.0008077294,0.0005407152,0.4129937,0.00548391,0.5624591,0.0007842535,0.01098571],"study_design_scores_gemma":[0.0001725098,0.0003150312,0.001062874,0.00003015543,0.00006328561,0.0001344963,0.0002850144,0.8431427,0.0004363984,0.152227,0.002099686,0.00003086869],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6934981,0.0003180954,0.2661962,0.001283276,0.00005331314,0.0002178015,0.00009934487,0.00008420056,0.03824969],"genre_scores_gemma":[0.9910558,0.0001065383,0.005770001,0.0000349171,0.00001376049,0.00006412304,0.000008043708,0.000005020613,0.002941788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005112235,"threshold_uncertainty_score":0.01710212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007205628580699666,"score_gpt":0.2062190184527123,"score_spread":0.1990133898720126,"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."}}