{"id":"W4408903785","doi":"10.1007/s13384-025-00824-6","title":"Curriculum as policy deception: a critical analysis of Aboriginal and Torres Strait Islander knowledge inclusion in the Australian Curriculum","year":2025,"lang":"en","type":"article","venue":"The Australian Educational Researcher","topic":"Educational Theory and Curriculum Studies","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council; University of Sydney","keywords":"Curriculum; Inclusion (mineral); Pacific islanders; Deception; Sociology; Pedagogy; Psychology; Ethnic group; Gender studies; Anthropology; Social psychology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003299799,0.0001567397,0.0002289922,0.0005338945,0.001433761,0.0001378477,0.0008286402,0.0001096566,0.002063754],"category_scores_gemma":[0.002213405,0.000101116,0.0001342125,0.004003739,0.001652397,0.0002104677,0.0002369769,0.0004159329,0.00003418565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000255729,"about_ca_system_score_gemma":0.001903336,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01983816,"about_ca_topic_score_gemma":0.009078226,"domain_scores_codex":[0.9967769,0.0012941,0.000339158,0.0003031352,0.0008086999,0.0004780568],"domain_scores_gemma":[0.9974505,0.001559068,0.00007158598,0.0002783589,0.0005110101,0.0001295081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000109391,0.0006829493,0.09969071,0.00003248762,0.0001572861,6.104065e-7,0.03475381,0.00001005119,0.00001743216,0.8407879,0.02329447,0.0005612883],"study_design_scores_gemma":[0.0001837773,0.00004258954,0.5882758,0.0001149229,0.000239206,0.000001982627,0.1444305,0.00001787442,0.00001207851,0.2046609,0.06184672,0.0001737007],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7513515,0.0004128118,0.000003005269,0.2158825,0.0001975581,0.0003228565,0.00002108922,0.000009224476,0.03179951],"genre_scores_gemma":[0.9772742,0.0002528709,0.00004456198,0.0002739672,0.0005041926,0.0001267988,0.00002512242,0.000004981067,0.02149327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6361271,"threshold_uncertainty_score":0.9998662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04744576926845805,"score_gpt":0.504109557649374,"score_spread":0.456663788380916,"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."}}