{"id":"W2282178857","doi":"","title":"Book Review -- 'Global Bio-Piracy: Patents, Plants and Indigenous Knowledge,' by Ikechi Mgbeoji, Vancouver: UBC Press, 2005, 311 pp.","year":2006,"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":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Indigenous; Intellectual property; Traditional knowledge; Political science; State (computer science); Construct (python library); Law and economics; Environmental ethics; Sociology; Law; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001117117,0.0004214262,0.0004522887,0.0000849699,0.0006546686,0.0002941383,0.0004934785,0.000159366,0.0004661874],"category_scores_gemma":[0.00005450127,0.0003336195,0.0001534427,0.0002352571,0.00007828472,0.001101006,0.0001657172,0.0012079,0.000465161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004615858,"about_ca_system_score_gemma":0.0004461576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001951121,"about_ca_topic_score_gemma":0.003858048,"domain_scores_codex":[0.9958754,0.00005930114,0.000621164,0.0004192401,0.0003955558,0.0026293],"domain_scores_gemma":[0.9991184,0.00002525422,0.0004251513,0.0002193677,0.0001652246,0.00004655075],"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":[0.0001114128,0.0003304602,0.001555131,0.0003362243,0.0001453632,0.00001638121,0.00002609806,0.000003940906,0.00003103867,0.0006825873,0.9768224,0.0199389],"study_design_scores_gemma":[0.0009497282,0.00009331581,0.0001381245,0.0005502543,0.00013977,0.0001609295,0.00008228044,0.0001169778,0.00003813647,0.007662233,0.9895911,0.0004771849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0124085,0.9712269,0.0003513156,0.0004658286,0.0008368529,0.0006027401,0.00002323984,0.0001153577,0.01396922],"genre_scores_gemma":[0.1227952,0.8135143,0.00001649434,0.0135218,0.003470053,0.00003610458,0.0001956853,0.0001279982,0.04632235],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1577127,"threshold_uncertainty_score":0.9999116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01990921266711665,"score_gpt":0.2122823603172967,"score_spread":0.1923731476501801,"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."}}