{"id":"W4407882053","doi":"10.1080/09518398.2025.2470942","title":"“We would like to have some playing time here too” – Ghanian students push back at essentialist teachers and cognitive focused curriculum in resource rich school","year":2025,"lang":"en","type":"article","venue":"International Journal of Qualitative Studies in Education","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Essentialism; Curriculum; Cognition; Psychology; Resource (disambiguation); Mathematics education; Pedagogy; Sociology; Computer science; Gender studies","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":[0.001940026,0.0001631658,0.0002950324,0.0006142204,0.0002978884,0.0001332289,0.0004387384,0.0001021291,0.00006599977],"category_scores_gemma":[0.002616361,0.0001615199,0.00006332843,0.0004089572,0.000254183,0.0005932713,0.0001270211,0.0003636051,0.00002212771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001666011,"about_ca_system_score_gemma":0.0006599239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009042514,"about_ca_topic_score_gemma":0.00271739,"domain_scores_codex":[0.9971342,0.0009744599,0.0006520255,0.0002632113,0.0007473826,0.0002286947],"domain_scores_gemma":[0.9976768,0.0007475688,0.0004122533,0.00007263213,0.0009681443,0.0001225312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001336647,0.0007319825,0.2352146,0.00002537524,0.0004085239,0.000004413155,0.7310482,0.00000891727,0.00002560456,0.001468521,0.02550605,0.005424179],"study_design_scores_gemma":[0.00102282,0.00005708664,0.06616524,0.001240787,0.0000412047,0.000002556276,0.9035298,0.000002604667,0.00002715069,0.004202657,0.02352606,0.0001820176],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564492,0.006275772,0.00002640281,0.02960484,0.002116442,0.0003557435,0.00001703942,0.000006491786,0.005148075],"genre_scores_gemma":[0.9864929,0.001821663,0.0004111894,0.00217585,0.0005879861,0.0000401386,0.00001541788,0.00001212314,0.008442747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1724817,"threshold_uncertainty_score":0.6586589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04465962406575323,"score_gpt":0.4593406181051129,"score_spread":0.4146809940393597,"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."}}