{"id":"W7096340405","doi":"","title":"Traditional Knowledge and Sustainable Development DRAFT FOR DISCUSSION","year":2007,"lang":"en","type":"article","venue":"","topic":"Oral History, Memory, Narrative Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Champion; Negotiation; Sustainable development; Traditional knowledge; Natural resource; Capacity building; Sustainability; Developing country","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":[0.0003544487,0.00009899936,0.0001200841,0.0001508116,0.0007484868,0.00005322218,0.00005172898,0.00002410189,0.00227537],"category_scores_gemma":[0.00001698773,0.0000608136,0.00004950531,0.00003081498,0.0001408788,0.0001958704,0.00001853105,0.00004120791,0.00003478317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001273585,"about_ca_system_score_gemma":0.00006508904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002045299,"about_ca_topic_score_gemma":0.001835866,"domain_scores_codex":[0.9993029,0.0000118377,0.0001754888,0.0001654048,0.00009293314,0.0002514386],"domain_scores_gemma":[0.9996152,0.00005875342,0.00003585596,0.00006239647,0.0001537569,0.00007403268],"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":[0.00005254632,0.0002163566,0.0001209618,0.0001002718,0.00006102476,0.000006019277,0.09444337,4.333743e-7,0.00008674266,0.7924634,0.09824575,0.01420313],"study_design_scores_gemma":[0.0002705503,0.00005874952,0.0005487631,0.000006979013,0.00001833416,5.178305e-7,0.03511061,0.00002781029,0.000539188,0.003493327,0.9597853,0.0001398961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08218224,0.001314796,0.01324306,0.002018896,0.0006117736,0.0008301882,0.00001968398,0.0001768726,0.8996025],"genre_scores_gemma":[0.5875496,0.000001480212,0.0007981412,0.00008838843,0.000310094,0.00002043017,0.00003058204,0.000009421038,0.4111919],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8615395,"threshold_uncertainty_score":0.9986367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04644267215351417,"score_gpt":0.2554407303153604,"score_spread":0.2089980581618462,"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."}}