{"id":"W3124553525","doi":"10.2139/ssrn.3767280","title":"Distributional Effects of Competition: A Simulation Approach","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"ICT Impact and Policies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Competition (biology); Econometrics; Computer science; Economics; Biology; Ecology","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":[0.00385119,0.0009026178,0.002408836,0.00210168,0.001265088,0.002912066,0.003060994,0.004511722,0.02095956],"category_scores_gemma":[0.01691874,0.001079222,0.002273665,0.002477192,0.002093986,0.003290256,0.001965143,0.002695411,0.0008435437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002940584,"about_ca_system_score_gemma":0.002773026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03487287,"about_ca_topic_score_gemma":0.01748181,"domain_scores_codex":[0.9984899,0.0009302923,0.00003800781,0.0001525615,0.0001198853,0.0002694801],"domain_scores_gemma":[0.9807833,0.01660657,0.0007278822,0.0005578799,0.0007600912,0.0005642322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006579576,0.0001046041,0.0005873044,0.00002098377,0.00003641285,0.00005403444,0.0000411043,0.9457575,0.00006940218,0.0517348,0.0005687145,0.0009593737],"study_design_scores_gemma":[0.00004082363,0.00002785781,0.0001233433,0.00000655712,0.00001639108,0.00001039321,0.0000488531,0.9868629,0.00003072819,0.01252928,0.0002931863,0.000009822576],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4839509,0.000720116,0.3973322,0.004372961,0.0003636634,0.0003956989,0.001918418,0.0004957215,0.1104504],"genre_scores_gemma":[0.9654136,0.0003236715,0.01914195,0.0002447508,0.00007943191,0.0002593051,0.0003129058,0.00008308806,0.01414139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03487287,"threshold_uncertainty_score":0.0701167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004501991687590549,"score_gpt":0.2177588860319937,"score_spread":0.2132568943444032,"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."}}