{"id":"W1167525301","doi":"10.2139/ssrn.2524337","title":"Exploring Benefit-Sharing from the Lab to the Land (Part I): Agricultural Research and Development in the Context of Conservation and Sustainable Use","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"International Institute for Sustainable Development","funders":"","keywords":"Context (archaeology); Environmental planning; Agriculture; Sustainable development; Environmental resource management; Business; Nature Conservation; Geography; Political science; Environmental science; Ecology","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":[0.004256755,0.0003203062,0.0004593112,0.0007127856,0.002899065,0.00744636,0.0009985318,0.002342616,0.01513424],"category_scores_gemma":[0.00753977,0.0002148265,0.0005099392,0.001324361,0.006779742,0.007043196,0.006771842,0.001513539,0.0003448261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005358053,"about_ca_system_score_gemma":0.005452571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005100167,"about_ca_topic_score_gemma":0.009689611,"domain_scores_codex":[0.9961582,0.002502006,0.00006217435,0.0002853473,0.0001985884,0.0007936745],"domain_scores_gemma":[0.9909992,0.006277392,0.00107434,0.0004826582,0.0003491265,0.0008173848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006607908,0.001487255,0.06023524,0.001203878,0.0002269338,0.001352422,0.0825563,0.006631655,0.007974601,0.6733701,0.002248775,0.1620521],"study_design_scores_gemma":[0.0001387443,0.0008903854,0.08183557,0.0009381216,0.000249201,0.000714711,0.3107575,0.008551998,0.004344902,0.5383084,0.05317653,0.00009384961],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8532398,0.002039642,0.01403283,0.01389185,0.00003921967,0.0002087753,0.0001081175,0.00001516718,0.1164246],"genre_scores_gemma":[0.9969414,0.0003102365,0.001442967,0.0002534471,0.0000064876,0.00004575094,0.00001107585,0.000004213309,0.0009844196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01513424,"threshold_uncertainty_score":0.05062908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1498231088636016,"score_gpt":0.2840041049610808,"score_spread":0.1341809960974792,"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."}}