{"id":"W2517576890","doi":"10.2139/ssrn.2830156","title":"The Price and Variety Effects of Vertical Mergers","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Merger and Competition Analysis","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Variety (cybernetics); Business; Industrial organization; Economics; Monetary economics; Computer science","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":[0.001076761,0.00006484627,0.000163295,0.0000594057,0.0001415198,0.00002202606,0.0001328741,0.00003192697,0.00007651658],"category_scores_gemma":[0.0001767658,0.00003957793,0.0001034981,0.0001176725,0.00006521792,0.00007746694,0.0000203519,0.0002464725,0.00004574769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001270982,"about_ca_system_score_gemma":0.00009698967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001684132,"about_ca_topic_score_gemma":0.00003301941,"domain_scores_codex":[0.9988691,0.000026923,0.0003009809,0.0001159343,0.00003817425,0.0006488589],"domain_scores_gemma":[0.9995435,0.0001420295,0.0001108974,0.0001229842,0.00002425264,0.00005636759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001392312,0.00001834001,0.005409375,0.000003808079,0.0001698878,3.374659e-7,0.00002895253,6.100325e-7,0.0002327459,0.9892863,0.00008400235,0.004751718],"study_design_scores_gemma":[0.0008821058,0.0002114317,0.01081266,0.00001801611,0.00003382845,0.00003154932,0.0001272786,0.0001870978,0.0005658485,0.9663427,0.02062549,0.0001619097],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.731076,0.04208903,0.2032435,0.009686892,0.0008815599,0.000166589,0.000005948659,0.00002630032,0.01282412],"genre_scores_gemma":[0.9776566,0.02091308,0.00001802118,0.00005157922,0.0000525937,0.000002350039,1.337742e-7,0.000006489265,0.001299157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2465806,"threshold_uncertainty_score":0.1613941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005134352626195699,"score_gpt":0.185041546967195,"score_spread":0.1799071943409993,"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."}}