{"id":"W7083305216","doi":"10.22329/uwdj.v1i1.8263","title":"African Indigenous Knowledge Systems: Experts at the Intersect of Environmental Sustainability and Legal Precedent","year":2023,"lang":"en","type":"article","venue":"UWill Discover Journal","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"White paper; Indigenous; Corporate governance; European union; Sustainability; Traditional knowledge; White (mutation); Climate change; Publishing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006228448,0.0001212284,0.0002066657,0.00001573357,0.0003153521,0.00005958237,0.0002093575,0.00006028818,0.0001301261],"category_scores_gemma":[0.0000704458,0.00003709588,0.0001098356,0.0001248341,0.000204324,0.0001168491,0.0002353816,0.0001255049,0.00001162728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001750094,"about_ca_system_score_gemma":0.00001787828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002955472,"about_ca_topic_score_gemma":0.0004064653,"domain_scores_codex":[0.9987341,0.0003361297,0.0003066966,0.000190418,0.0001222817,0.0003104259],"domain_scores_gemma":[0.9993304,0.0003327726,0.0001526332,0.0000636547,0.00002056166,0.00009999985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000388089,0.0004598205,0.7310967,0.00006785987,0.0002277468,0.0001264072,0.01740635,0.0001487414,0.1560975,0.0003131814,0.006377103,0.08729038],"study_design_scores_gemma":[0.0002019011,0.000451702,0.9199128,0.00002600147,0.00002572254,0.0006942259,0.04798252,0.00006559122,0.0004609434,0.0002914712,0.02970375,0.0001833953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972279,0.001415879,0.000001628892,0.0004934999,0.0002944191,0.0001898516,0.00005900328,0.00001362687,0.0003042039],"genre_scores_gemma":[0.9981768,0.0003018893,5.011136e-7,0.0000339895,0.0002166498,0.00001035841,0.00001366173,0.000001172914,0.001244997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.188816,"threshold_uncertainty_score":0.2425465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01321216061176089,"score_gpt":0.2370849604765135,"score_spread":0.2238727998647526,"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."}}