{"id":"W4293759727","doi":"10.3390/jrfm15090385","title":"Breaking Cournot: The Effects of Capacity-Adjusting Technology","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Merger and Competition Analysis","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cournot competition; Economics; Production (economics); Economic surplus; Scope (computer science); Microeconomics; Oligopoly; Industrial organization; Technological change; Competition (biology); Welfare; Work (physics); Business; Computer science; Market economy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007813734,0.00006633211,0.0002762951,0.0004408102,0.000266565,0.0000147343,0.0002025481,0.00002132054,0.00008222618],"category_scores_gemma":[0.0001227742,0.00005843375,0.0001203424,0.0004479036,0.00004496814,0.00004601409,0.0001389192,0.0002484476,0.000002661324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003392185,"about_ca_system_score_gemma":0.000005695498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004084434,"about_ca_topic_score_gemma":0.000005193208,"domain_scores_codex":[0.9991984,0.00002879728,0.0004956641,0.00009896081,0.00006623879,0.0001119452],"domain_scores_gemma":[0.9989926,0.00006097084,0.0007734591,0.0001223309,0.00002845374,0.00002216645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004236058,0.0001779026,0.07564762,0.0001641496,0.0001561872,0.00005436328,0.001397527,0.0006466892,0.00002514379,0.8217934,0.0009126242,0.09898207],"study_design_scores_gemma":[0.002557305,0.0007417361,0.2131195,0.0001314618,0.0004034128,0.0001097117,0.003637927,0.001055027,0.0001550406,0.2402642,0.537403,0.0004217104],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9387893,0.007611813,0.04795485,0.000605694,0.0009962135,0.000144212,0.00002542572,0.000008833671,0.003863674],"genre_scores_gemma":[0.9974766,0.001764404,0.0004877838,0.000111382,0.0000647642,0.000006540634,3.108655e-7,0.000005076673,0.00008309296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5815292,"threshold_uncertainty_score":0.2382859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007676480727910117,"score_gpt":0.1797620048384361,"score_spread":0.172085524110526,"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."}}