{"id":"W2097721121","doi":"","title":"Appropriately Diverse? The Ontario Science and Technology Curriculum Tested Against the Banks Model","year":2013,"lang":"en","type":"article","venue":"","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Curriculum; Ethnic group; Diversity (politics); Multiculturalism; Multicultural education; Cultural diversity; Science education; Sociology; Identity (music); Population; Quality (philosophy); Social science; Pedagogy; Mathematics education; Psychology; Epistemology; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002406336,0.00008227835,0.0000606327,0.00002051863,0.001157784,0.0001678273,0.0004799268,0.0000348037,0.00019687],"category_scores_gemma":[0.0001539057,0.00001831832,0.00001285464,0.001260222,0.000942857,0.0002248237,0.0003420014,0.0001268788,0.00008669361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006109339,"about_ca_system_score_gemma":0.00006101546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01216025,"about_ca_topic_score_gemma":0.0151457,"domain_scores_codex":[0.9992388,0.000009154013,0.0001018329,0.000205859,0.0002472236,0.0001971136],"domain_scores_gemma":[0.9991134,0.00007325214,0.00004588228,0.00007251638,0.0006691245,0.00002579172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003316697,0.0004630532,0.2807253,0.000004287957,0.00006914206,7.994586e-7,0.003257837,0.000126203,0.1023951,0.2792789,0.1105166,0.2231594],"study_design_scores_gemma":[0.0001231205,0.00008425007,0.9157918,0.00001020392,0.00001839326,0.000007431473,0.03305269,0.007573911,0.000687167,0.0162894,0.02603216,0.0003294566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9427459,0.00002317738,0.000001799577,0.039177,0.00008401643,0.0002826069,0.000002193991,0.00004580108,0.01763755],"genre_scores_gemma":[0.9955041,0.000008225588,0.0002798878,0.0008856374,0.00003338261,0.00006889135,0.000002597764,2.767751e-7,0.003217014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6350664,"threshold_uncertainty_score":0.9944178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0294181696605056,"score_gpt":0.2158128091907238,"score_spread":0.1863946395302182,"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."}}