{"id":"W3137799750","doi":"","title":"International Law Treaty Developments Affecting the Bio-Based Economy","year":2018,"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":"","funders":"","keywords":"Convention on Biological Diversity; Political science; Indigenous; Declaration; Treaty; Intellectual property; Indigenous rights; Humanities; Ethnology; Human rights; Law; Sociology; Biodiversity","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00125409,0.0001497284,0.0001021513,0.0001203544,0.0008359787,0.0004172413,0.0004769075,0.00004862329,0.0005225604],"category_scores_gemma":[0.00009540959,0.00009473816,0.00008724312,0.0001745843,0.00009506594,0.0006320628,0.00007694579,0.0006892643,0.001017813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003171794,"about_ca_system_score_gemma":0.0002852104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002642661,"about_ca_topic_score_gemma":0.001039129,"domain_scores_codex":[0.9983446,0.00002095826,0.0002196978,0.0001676805,0.0001656906,0.001081396],"domain_scores_gemma":[0.9993904,0.00003933051,0.0001761219,0.0001062581,0.0002775699,0.00001038522],"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":[0.0007876089,0.0003406493,0.02104321,0.00004062248,0.001078258,0.00001368841,0.0004825538,0.00008471656,0.0005517954,0.8102476,0.007105451,0.1582239],"study_design_scores_gemma":[0.002084729,0.0001500946,0.0008817883,0.00008373578,0.00009156537,0.0001330914,0.001384037,0.00644894,0.00118524,0.1520821,0.8349221,0.000552634],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2531555,0.0001659679,0.006479156,0.006023638,0.002127331,0.0002950202,7.441426e-7,0.0001110175,0.7316416],"genre_scores_gemma":[0.989939,0.00002347378,0.00003644617,0.005239698,0.002991787,0.000004674656,0.000007581221,0.00002095195,0.00173641],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8278166,"threshold_uncertainty_score":0.99976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0436480543852573,"score_gpt":0.2236552310179654,"score_spread":0.1800071766327082,"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."}}