{"id":"W4416847193","doi":"10.21125/iceri.2025.0435","title":"DOES STEM CURRICULUM HAVE THE POTENTIAL TO HELP MITIGATE DIFFERENCES IN FOUNDATIONAL IDEAS OF EUROCENTRIC VS INDIGENOUS SCIENCE IN A CANADIAN CONTEXT?","year":2025,"lang":"","type":"article","venue":"ICERI proceedings","topic":"Educational Theory and Curriculum Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Indigenous; Curriculum; Traditional knowledge; Ethnic group; Eurocentrism; Science education","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002538139,0.0003134645,0.000473438,0.00109013,0.001922253,0.0004924462,0.001431736,0.0001285603,0.0001235853],"category_scores_gemma":[0.0008547055,0.0002092814,0.00009579097,0.005643237,0.001994281,0.0007277844,0.0002547346,0.000372567,0.00001842034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085685,"about_ca_system_score_gemma":0.005311534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3053152,"about_ca_topic_score_gemma":0.41348,"domain_scores_codex":[0.9961976,0.0001044823,0.000783242,0.0007375991,0.0009603988,0.001216618],"domain_scores_gemma":[0.9978991,0.0001944981,0.0003301546,0.0001190068,0.00109065,0.0003665761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004258989,0.0002365498,0.773899,0.0001105975,0.00002882497,0.000003384773,0.09688279,0.000006713464,0.00009826125,0.1260882,0.0001307271,0.002472445],"study_design_scores_gemma":[0.0003569405,0.00009762422,0.6406398,0.0006882034,0.00004221041,0.000001975564,0.3360642,0.0001334312,0.0001924356,0.01883979,0.002595547,0.0003478359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790195,0.0005919993,0.000002502343,0.01081851,0.001867501,0.001175736,0.0000316576,0.00001259308,0.006480065],"genre_scores_gemma":[0.9972904,0.0003107729,0.00001530631,0.0007363597,0.0002050857,0.000159231,0.000001439326,0.000008836752,0.001272622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2391814,"threshold_uncertainty_score":0.9993771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106271799946384,"score_gpt":0.2822886388106425,"score_spread":0.2716614588160041,"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."}}