{"id":"W4412267577","doi":"10.2870/374099","title":"The advocate general as an actor of change – or Consolidation – in EU competition law","year":2022,"lang":"en","type":"article","venue":"Cadmus - EUI Research Repository (European University Institute)","topic":"European and International Law Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for International Governance Innovation","funders":"","keywords":"Consolidation (business); Competition law; Competition (biology); Political science; Law; Law and economics; Economics; Market economy; Monopoly","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00220015,0.00008460385,0.0001083962,0.0001683539,0.003899703,0.00009251585,0.000792675,0.00002130787,0.0000569804],"category_scores_gemma":[0.0002146871,0.00007678942,0.00004943132,0.0004489458,0.001538455,0.000612269,0.0004524246,0.0003795076,0.00003548043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005509426,"about_ca_system_score_gemma":0.0003247164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01221405,"about_ca_topic_score_gemma":0.00752345,"domain_scores_codex":[0.9948456,0.003587626,0.0001832104,0.0002603352,0.0008174855,0.0003057528],"domain_scores_gemma":[0.9989828,0.0002007048,0.0001059275,0.0002354322,0.0003539162,0.0001212054],"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":[0.0003036667,0.0001303203,0.0003824496,0.00000771033,0.00002338035,0.0006375587,0.007890264,0.00003986125,0.001031003,0.9882886,0.0006560945,0.0006090438],"study_design_scores_gemma":[0.0003767561,0.0002377736,0.005207325,0.00002102049,0.000005540109,0.000009975323,0.01221267,0.00003604149,0.0002293313,0.00008216429,0.9814786,0.0001028283],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4869214,0.00005103311,0.00000248237,0.0005168167,0.0004253454,0.0002495144,0.00001256835,0.00003011861,0.5117908],"genre_scores_gemma":[0.9753923,0.0004035421,0.00001563819,0.000120864,0.0003110821,0.000003121009,0.00002306906,0.00001033393,0.02372001],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9882065,"threshold_uncertainty_score":0.9973971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1826612900960886,"score_gpt":0.3713898913469337,"score_spread":0.1887286012508452,"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."}}