{"id":"W3125131379","doi":"","title":"Applying Best Practice Principles to International Intellectual Property Lawmaking","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Lawmaking; Intellectual property; Law and economics; Property (philosophy); Business; Best practice; Political science; Law; Economics; Legislature; Epistemology; Philosophy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001358474,0.0002451654,0.0001870526,0.0003502106,0.0005117822,0.0009813076,0.0006965785,0.0000816042,0.001306385],"category_scores_gemma":[0.002264964,0.000161827,0.0001055983,0.0004007881,0.00003593716,0.002625144,0.0003091887,0.001507874,0.008794145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004744723,"about_ca_system_score_gemma":0.0003323422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001410972,"about_ca_topic_score_gemma":0.0004044464,"domain_scores_codex":[0.9969728,0.000033179,0.0004255426,0.0003097675,0.0005026707,0.001756042],"domain_scores_gemma":[0.9987618,0.0001126426,0.0002426402,0.0001650838,0.0006820714,0.00003570566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001071188,0.001271455,0.002330268,0.00010527,0.001229366,0.00004278289,0.002325717,0.001342376,0.004457504,0.1561796,0.03203499,0.7976094],"study_design_scores_gemma":[0.0004259902,0.0001322735,0.00002012846,0.0001034078,0.00005270602,0.0003056501,0.006106807,0.004993183,0.00007695083,0.009404502,0.9780014,0.0003770008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2533044,0.001316037,0.04573141,0.03015955,0.00530638,0.004322913,0.000002827501,0.0004940835,0.6593624],"genre_scores_gemma":[0.9708394,0.0002974374,0.0004849886,0.006567978,0.003345698,0.0001653388,0.00001110065,0.00006439368,0.01822363],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9459664,"threshold_uncertainty_score":0.9996065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07856752053882851,"score_gpt":0.2512718017860021,"score_spread":0.1727042812471735,"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."}}