{"id":"W7147342574","doi":"10.1109/icaft66710.2025.11453161","title":"A Multinational Jurisprudence Graph for Mapping Bolar Exception Interpretation Across TRIPS-Compliant Nations","year":2025,"lang":"","type":"article","venue":"","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Jurisprudence; Statute; Analytics; Intellectual property; Multinational corporation; Transparency (behavior); Jurisdiction; Common law","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":[0.0006678387,0.0005185558,0.0002046487,0.005882295,0.001003587,0.001607894,0.0007170478,0.000730612,0.006134303],"category_scores_gemma":[0.006153347,0.0002793792,0.0007492225,0.003989325,0.0006560085,0.002335856,0.001731906,0.001093354,0.0009872344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001569073,"about_ca_system_score_gemma":0.001780075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03303932,"about_ca_topic_score_gemma":0.06445719,"domain_scores_codex":[0.9994803,0.0001134812,0.00003625335,0.0002025307,0.0001316772,0.00003579342],"domain_scores_gemma":[0.9978166,0.001290826,0.0002306564,0.0003154825,0.000272223,0.00007415163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002557257,0.0002635634,0.06129042,0.00119402,0.0001951265,0.002036043,0.008142429,0.09100924,0.01176882,0.2464572,0.0800375,0.4973499],"study_design_scores_gemma":[0.00004485252,0.00009586157,0.03123017,0.0005200382,0.0001728514,0.001134284,0.004359329,0.4326432,0.00743082,0.2205174,0.3017516,0.00009955011],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1762743,0.0009653764,0.6734239,0.003361227,0.0001923279,0.0006671106,0.08152691,0.02234137,0.04124739],"genre_scores_gemma":[0.441556,0.0008166866,0.4632062,0.0003614404,0.00003743231,0.0004387779,0.0864335,0.001125317,0.00602471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03303932,"threshold_uncertainty_score":0.06569403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09997275855000363,"score_gpt":0.3014710881769766,"score_spread":0.2014983296269729,"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."}}