{"id":"W4409034848","doi":"10.5465/amp.2023.0249","title":"Is Competition Policy Fit for the Digital Economy? A European Perspective","year":2025,"lang":"en","type":"article","venue":"Academy of Management Perspectives","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Perspective (graphical); Competition (biology); Digital economy; Competition policy; Economics; Industrial organization; Economic system; Business; Economy; International trade; Political science; European union; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006408753,0.0003880885,0.0005766291,0.002180158,0.003181981,0.01575919,0.001232494,0.008901244,0.005388563],"category_scores_gemma":[0.008314481,0.0001775908,0.0007355631,0.002625018,0.0157923,0.01760446,0.004007631,0.004092477,0.0006124207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008579148,"about_ca_system_score_gemma":0.006201721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006756078,"about_ca_topic_score_gemma":0.003067913,"domain_scores_codex":[0.9949272,0.00224461,0.0001730939,0.0006391884,0.0009615242,0.001054484],"domain_scores_gemma":[0.9958149,0.002218662,0.0003939096,0.0004206943,0.0005566526,0.00059529],"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":[0.000004390431,0.000006856052,0.00007999321,0.00001375023,0.000001837325,0.00002276306,0.0001142639,0.0002336847,0.00002358296,0.9949908,0.001502065,0.003006035],"study_design_scores_gemma":[0.00001170699,0.00002077406,0.0006527039,0.0003434154,0.000006494693,0.00008865431,0.001028209,0.0009277349,0.0001203847,0.8375672,0.1592127,0.00002005726],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03240718,0.03839491,0.01512029,0.3011497,0.001519392,0.00002734869,0.0001090359,0.00004174363,0.6112305],"genre_scores_gemma":[0.9008146,0.02264286,0.004928051,0.04963271,0.002003724,0.00006351647,0.00008357416,0.00005760463,0.01977339],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01575919,"threshold_uncertainty_score":0.06224638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02376125470149703,"score_gpt":0.2651596946083946,"score_spread":0.2413984399068976,"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."}}