{"id":"W4409868001","doi":"10.1017/lsi.2025.3","title":"Revealing the Hidden Influencers: Euro-Lawyers as Ghostwriters of European Legal Integration","year":2025,"lang":"en","type":"article","venue":"Law & Social Inquiry","topic":"European and International Law Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Influencer marketing; Business; Political science; Marketing","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00485039,0.0003624382,0.0003418029,0.0009995488,0.01012794,0.01403965,0.0009539974,0.004137214,0.01591006],"category_scores_gemma":[0.02150887,0.0004138539,0.0001424838,0.0009397021,0.01141392,0.008709177,0.007212628,0.004347336,0.001360444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002551014,"about_ca_system_score_gemma":0.001707298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003864469,"about_ca_topic_score_gemma":0.008552979,"domain_scores_codex":[0.9948259,0.003139579,0.0001035185,0.0005064713,0.0005744323,0.0008499706],"domain_scores_gemma":[0.9882533,0.007167493,0.001588907,0.000770706,0.0005719234,0.001647725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001488968,0.0001007197,0.00780821,0.00005070526,0.000008829515,0.001938068,0.9310938,0.00005799509,0.001072158,0.02644024,0.01174965,0.01953064],"study_design_scores_gemma":[0.00003151781,0.00008124053,0.006212294,0.000176321,0.0000151272,0.0005064278,0.8880084,0.0005093033,0.0009300945,0.007957698,0.09553465,0.00003681701],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9060299,0.0007976305,0.001056375,0.01416848,0.000401468,0.00003542876,0.00003967981,0.00005129771,0.07741979],"genre_scores_gemma":[0.9823201,0.0001401099,0.000157882,0.001676162,0.00006657087,0.00001104516,0.00001256811,0.00003232487,0.01558319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.989872,"threshold_uncertainty_score":0.05322444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04814539223286435,"score_gpt":0.3617113703770306,"score_spread":0.3135659781441663,"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."}}