{"id":"W4394029237","doi":"","title":"Representative actions in the European union: new trends","year":2022,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"European Union Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"European union; Computer science; International trade; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01402795,0.0004735188,0.0009208496,0.003115964,0.003131677,0.01383854,0.002031108,0.007863545,0.02512996],"category_scores_gemma":[0.01609604,0.0003644733,0.0005122232,0.01006336,0.007200261,0.01119277,0.002815316,0.004751293,0.001665389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03292432,"about_ca_system_score_gemma":0.02861644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3942688,"about_ca_topic_score_gemma":0.4014569,"domain_scores_codex":[0.9919633,0.002634089,0.0003061026,0.001042296,0.002455862,0.001598287],"domain_scores_gemma":[0.9797409,0.009657298,0.001428753,0.0009559527,0.005757726,0.002459391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00008192611,0.00007419344,0.005548854,0.0006958933,0.00003248816,0.00009245894,0.004246125,0.0005235879,0.00008761612,0.5540609,0.1950487,0.2395073],"study_design_scores_gemma":[0.00001352758,0.00001609571,0.01879585,0.001454406,0.00001028301,0.00005397626,0.003973003,0.0003169748,0.00007842849,0.0183597,0.9569052,0.00002253832],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01543479,0.3683794,0.00271432,0.4183887,0.004143192,0.00002295037,0.0006091445,0.0001216864,0.1901859],"genre_scores_gemma":[0.5183055,0.2265264,0.004673411,0.1222482,0.004927837,0.00009995448,0.001186701,0.0002391569,0.1217928],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3942688,"threshold_uncertainty_score":0.7839479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04163476793762082,"score_gpt":0.2963490409552504,"score_spread":0.2547142730176296,"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."}}