{"id":"W4411674040","doi":"10.37308/dfieffc25.1650101","title":"US vs EU codes","year":2025,"lang":"en","type":"article","venue":"","topic":"European and International Law Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.00591499,0.0008886034,0.0006764296,0.006258151,0.002786792,0.004891051,0.002416044,0.00230922,0.0974647],"category_scores_gemma":[0.02081207,0.0004692374,0.0008428872,0.01242364,0.001527539,0.003657997,0.00227063,0.002926163,0.05167486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005114906,"about_ca_system_score_gemma":0.0143386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1203187,"about_ca_topic_score_gemma":0.07360493,"domain_scores_codex":[0.9932745,0.001062158,0.0006393916,0.0004803234,0.003548228,0.0009954767],"domain_scores_gemma":[0.9857939,0.002018939,0.0006650386,0.002330029,0.008832314,0.0003597962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006705581,0.00002706454,0.0008686192,0.0002043474,0.000007687632,0.00005556292,0.0003002807,0.0006345464,0.0002329011,0.1974577,0.7413391,0.05880505],"study_design_scores_gemma":[0.000004136126,0.000006391024,0.0009079355,0.0001659969,0.00000327061,0.00003432583,0.000126546,0.0002442412,0.0001381981,0.007739319,0.9906193,0.00001028365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004163037,0.002539563,0.0135469,0.008941229,0.007930017,0.000332031,0.05739564,0.003538699,0.9016129],"genre_scores_gemma":[0.05883737,0.006173266,0.04848978,0.01367019,0.001896634,0.001628971,0.09594069,0.006012334,0.7673507],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1203187,"threshold_uncertainty_score":0.3260519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220708224876719,"score_gpt":0.3332965267028564,"score_spread":0.3112257042151845,"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."}}