{"id":"W2984394471","doi":"10.23962/10539/27533","title":"Towards a Tiered or Differentiated Approach to Protection of Traditional Knowledge (TK) and Traditional Cultural Expressions (TCEs) in Relation to the Intellectual Property System","year":2019,"lang":"en","type":"article","venue":"The African Journal of Information and Communication (AJIC)","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for International Governance Innovation; University of Ottawa","funders":"","keywords":"Relation (database); Intellectual property; Property (philosophy); Epistemology; Computer science; Philosophy; Data mining","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":[],"consensus_categories":[],"category_scores_codex":[0.02546214,0.0006304597,0.0008225564,0.004751484,0.00781631,0.0240258,0.003050743,0.007469275,0.002837321],"category_scores_gemma":[0.02049124,0.0007589994,0.001105649,0.00444231,0.05883734,0.01783365,0.01431682,0.01468429,0.000817072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01983143,"about_ca_system_score_gemma":0.03366393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02899843,"about_ca_topic_score_gemma":0.03534565,"domain_scores_codex":[0.975137,0.01119363,0.001653167,0.003461328,0.006148856,0.002406199],"domain_scores_gemma":[0.9677387,0.01100443,0.002270146,0.008989858,0.007497635,0.002499268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008439071,0.00001780829,0.0004956178,0.00006185168,0.000007421031,0.00004129644,0.00527835,0.0004375359,0.0003083055,0.9811971,0.00110165,0.01104466],"study_design_scores_gemma":[0.00001002556,0.00003105573,0.002054521,0.0005475581,0.00002254852,0.000149444,0.006005302,0.001489517,0.0003954368,0.9420222,0.04722827,0.00004404995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06294577,0.01207625,0.3634512,0.1320083,0.0008160383,0.000713113,0.0003796737,0.0002904785,0.4273192],"genre_scores_gemma":[0.8043411,0.003786024,0.1590139,0.01485081,0.0003086675,0.0005628257,0.000222784,0.00009676081,0.01681715],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02899843,"threshold_uncertainty_score":0.1438878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1816361469545003,"score_gpt":0.2354261598403798,"score_spread":0.05379001288587945,"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."}}