{"id":"W4281730566","doi":"10.29173/assert40","title":"Students struggle towards curriculum change in Economics Education","year":2022,"lang":"en","type":"article","venue":"Annals of Social Studies Education Research for Teachers","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economics education; Mainstream economics; Curriculum; Mainstream; Narrative; Schools of economic thought; Human development theory; Political science; Economics; Political economy; Positive economics; Sociology; Applied economics; Economic growth; Higher education; Neoclassical economics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00988558,0.0003417413,0.0005988416,0.001206298,0.01003918,0.01813854,0.001604308,0.004788377,0.007572076],"category_scores_gemma":[0.01623021,0.0003899485,0.0005956577,0.001131805,0.008603862,0.004995681,0.01395817,0.01012671,0.001647368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006194957,"about_ca_system_score_gemma":0.01190424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002074065,"about_ca_topic_score_gemma":0.003149009,"domain_scores_codex":[0.9918393,0.002716686,0.0003629378,0.0008192719,0.001956602,0.002305217],"domain_scores_gemma":[0.9883237,0.002058018,0.001425134,0.0004502291,0.001810861,0.005932043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001870289,0.002343549,0.09668148,0.0005965978,0.00005674303,0.002747221,0.390256,0.0009115766,0.005571323,0.2473642,0.0741685,0.1791159],"study_design_scores_gemma":[0.00008897787,0.0006377232,0.03610568,0.0006798778,0.00003125815,0.001117731,0.367632,0.001560213,0.002920758,0.07699025,0.5121107,0.0001248344],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7899926,0.001718922,0.003180472,0.1625584,0.001817971,0.0001447485,0.00006641329,0.0001220779,0.04039847],"genre_scores_gemma":[0.9490148,0.0009095804,0.001917647,0.02345672,0.0002615031,0.0001401208,0.00004807382,0.00005678337,0.02419469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01813854,"threshold_uncertainty_score":0.05228055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4799175502436439,"score_gpt":0.6439581091751725,"score_spread":0.1640405589315286,"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."}}