{"id":"W2054364057","doi":"10.1007/s10649-011-9380-8","title":"Education and the illusions of emancipation","year":2012,"lang":"en","type":"article","venue":"Educational Studies in Mathematics","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Emancipation; Epistemology; Individualism; Enlightenment; Sociology; Autonomy; Sociocultural evolution; Social science; Aesthetics; Law; Philosophy; Political science; Politics; Anthropology","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":[0.002451395,0.00006387884,0.000150437,0.0000872511,0.0003023236,0.00001157254,0.0001227673,0.00003299069,0.0000800846],"category_scores_gemma":[0.003754067,0.00004521479,0.00002715037,0.0002055866,0.000643809,0.0001204244,0.00004722068,0.00007526308,0.000005936251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009356641,"about_ca_system_score_gemma":0.0002076254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001434265,"about_ca_topic_score_gemma":0.00009678931,"domain_scores_codex":[0.9991363,0.0001591698,0.0002905858,0.00006190744,0.0002241099,0.0001279495],"domain_scores_gemma":[0.9979818,0.001497534,0.0001854901,0.0001390752,0.0001572988,0.00003873302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[9.097001e-7,0.0003247485,0.002195157,0.00006253446,0.000008533437,1.900014e-9,0.2257966,1.657031e-7,0.000001575926,0.7686275,0.002390158,0.0005921408],"study_design_scores_gemma":[0.0001211014,0.000003502208,0.003183419,0.000147471,0.00002142528,0.000001682815,0.09729633,0.0000198165,0.00001597291,0.8927991,0.006316033,0.00007413456],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6243006,0.01688023,0.003653599,0.0429286,0.00393306,0.002259233,0.000004925664,0.0001108702,0.3059289],"genre_scores_gemma":[0.9686888,0.0008297854,0.02824286,0.0001101787,0.000281383,0.0001890386,0.000002057505,0.000005722626,0.001650189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3443882,"threshold_uncertainty_score":0.449424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075055299057502,"score_gpt":0.4744097535404766,"score_spread":0.3669042236347264,"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."}}