{"id":"W2187690111","doi":"10.1080/0022027032000058162","title":"ESSAY REVIEW","year":2004,"lang":"en","type":"article","venue":"Journal of Curriculum Studies","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Politics; Sociology; Education policy; Educational psychology; Pedagogy; Media studies; Political science; Higher education; Social science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0008875326,0.00006670558,0.0002884095,0.00004480081,0.0004331596,0.00001585258,0.0001508158,0.00002016526,0.00007110248],"category_scores_gemma":[0.0006748474,0.00003704432,0.0001471056,0.0002682786,0.0002076885,0.0002087277,0.00003816669,0.0001012131,0.00004012048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002256803,"about_ca_system_score_gemma":0.00026185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000862786,"about_ca_topic_score_gemma":0.00006488482,"domain_scores_codex":[0.9990194,0.00004178005,0.000308834,0.00005520254,0.0004184872,0.0001562276],"domain_scores_gemma":[0.9987279,0.00003301266,0.0003411181,0.00005152475,0.0007727016,0.00007369805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008838521,0.0008759658,0.01044217,0.000851095,0.001556215,0.00009871099,0.1325763,0.00003952301,0.000008183951,0.1081282,0.7083447,0.03707011],"study_design_scores_gemma":[0.0002763472,0.00006436929,0.001077851,0.001618321,0.0001053727,0.0000113604,0.1165591,1.285311e-8,0.000004172025,0.002924004,0.8772665,0.00009253152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05580161,0.6910672,0.00005816171,0.1315736,0.009513166,0.0003335125,0.00000178371,0.00003682208,0.1116142],"genre_scores_gemma":[0.1984711,0.7940236,0.0006178165,0.001811158,0.00167385,0.000005147446,1.484466e-7,0.00000623051,0.003390969],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1689218,"threshold_uncertainty_score":0.3331558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04414556577794176,"score_gpt":0.4058450529874287,"score_spread":0.3616994872094869,"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."}}