{"id":"W4388848406","doi":"10.6007/ijarbss/v13-i11/19334","title":"Biological and Cultural Ecologies: Indigenous Knowledge, Indonesia and IR 4.0","year":2023,"lang":"en","type":"article","venue":"International Journal of Academic Research in Business and Social Sciences","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Traditional knowledge; Geography; Anthropology; Sociology; Ecology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.002914276,0.00006872724,0.0001247478,0.0003333233,0.0002167711,0.0001132234,0.0004144048,0.0002025,0.000002995514],"category_scores_gemma":[0.0006746353,0.00004510871,0.00001988682,0.0004056012,0.001698037,0.00002941636,0.0004729869,0.0003285902,0.000001795697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002211594,"about_ca_system_score_gemma":0.0002348168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002395797,"about_ca_topic_score_gemma":0.00001630527,"domain_scores_codex":[0.9986182,0.0001191918,0.0002812835,0.0001503536,0.00053429,0.0002966453],"domain_scores_gemma":[0.999152,0.0001464096,0.00007951313,0.00002416207,0.0005198484,0.00007807087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003814447,0.0001394042,0.5182095,0.0001201866,0.0001077473,0.00008978691,0.00869766,0.00001408931,0.06637099,0.0008457089,0.004437637,0.4005859],"study_design_scores_gemma":[0.0007698767,0.0004572549,0.9703845,0.00007019768,0.00000226003,0.0001040483,0.007090559,0.0001442106,0.0008066037,0.003444549,0.01658709,0.0001389016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932161,0.001443615,0.00001186525,0.004876261,0.0001676953,0.00007277139,0.00000500487,0.000001903335,0.0002047599],"genre_scores_gemma":[0.9578533,0.04155123,0.00008085834,0.00005787393,0.0004049023,0.000002978436,0.000005118826,0.000002205216,0.00004160077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.452175,"threshold_uncertainty_score":0.6256488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1404062375058998,"score_gpt":0.4592521423410283,"score_spread":0.3188459048351285,"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."}}