{"id":"W4413742088","doi":"10.1177/09734082251360875","title":"Harnessing Indigenous Knowledge for Education for Sustainable Development","year":2025,"lang":"en","type":"article","venue":"Journal of Education for Sustainable Development","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Education for sustainable development; Indigenous; Environmental education; Traditional knowledge; Political science; Environmental planning; Economic growth; Environmental resource management; Engineering ethics; Sociology; Geography; Pedagogy; Ecology; Engineering; Environmental science; Economics; 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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004475017,0.0002453665,0.0003594529,0.001101573,0.004355507,0.0005072787,0.0004478043,0.0002077932,0.00003179097],"category_scores_gemma":[0.001602369,0.0002560962,0.0001664337,0.0008067734,0.00006471546,0.0007924393,0.0000330312,0.0001441977,0.000003421307],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009256282,"about_ca_system_score_gemma":0.204437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003639205,"about_ca_topic_score_gemma":0.0002707067,"domain_scores_codex":[0.9972401,0.0001000723,0.001018037,0.0002995534,0.0002956315,0.001046654],"domain_scores_gemma":[0.9887459,0.0005091187,0.0008111075,0.0001634042,0.009541209,0.0002292623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00044091,0.002917172,0.001148893,0.003566337,0.0002301306,0.000001252756,0.3835877,0.00006315163,0.00002547409,0.1932117,0.1241579,0.2906494],"study_design_scores_gemma":[0.0004802124,0.00007750752,0.0007385638,0.0001677975,0.00005576566,0.000001707334,0.2900841,0.000003578162,0.001358208,0.01524151,0.691576,0.0002150885],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7349247,0.01051573,0.1681213,0.006703115,0.01230901,0.01855448,0.000007381244,0.0001172731,0.04874701],"genre_scores_gemma":[0.4488828,0.00008317301,0.0865992,0.0006699645,0.001644528,0.003392683,0.0002252732,0.00006487256,0.4584374],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.567418,"threshold_uncertainty_score":0.9999892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01541945661870083,"score_gpt":0.3375111508148819,"score_spread":0.3220916941961811,"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."}}