{"id":"W4402813679","doi":"10.1007/s41996-024-00158-y","title":"Applying Indigenous Approaches to Economics Instruction","year":2024,"lang":"en","type":"article","venue":"Journal of Economics Race and Policy","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Indigenous; Mathematics education; Economics; Sociology; Psychology; Biology","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":[0.001288315,0.00006135581,0.000130974,0.0005429469,0.0002383593,0.0002365292,0.0001300031,0.00006617045,0.00001300204],"category_scores_gemma":[0.0001788316,0.00006520801,0.00004337618,0.0002566479,0.00006428101,0.0004277926,0.00002139729,0.0001466817,0.0000124053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004218259,"about_ca_system_score_gemma":0.00120272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002341287,"about_ca_topic_score_gemma":0.0001556501,"domain_scores_codex":[0.9993669,0.00005076326,0.000316818,0.0000928985,0.00002970128,0.0001429067],"domain_scores_gemma":[0.9994962,0.0001520376,0.00014455,0.00006257315,0.00004825166,0.000096394],"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":[0.000006990806,0.00001126107,0.0004217166,0.000009189484,0.00003507066,3.503888e-7,0.02126423,0.00108065,0.000007391931,0.6627936,0.0002815526,0.3140879],"study_design_scores_gemma":[0.00009776691,0.00004222429,0.0008339587,0.00002331016,0.00001496005,0.00006616686,0.007468278,0.0002082325,0.00009692614,0.1460263,0.844997,0.0001248184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741393,0.0002417161,0.0004646034,0.01357368,0.001605991,0.0001563414,0.000005117028,0.000007926223,0.009805317],"genre_scores_gemma":[0.9368423,0.002122906,0.04907749,0.001120445,0.00951024,0.00002676367,0.000001565582,0.00002279753,0.001275514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8447155,"threshold_uncertainty_score":0.2659106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1535819659406598,"score_gpt":0.390501750181841,"score_spread":0.2369197842411812,"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."}}