{"id":"W2498241197","doi":"10.1522/24910511","title":"education par l?histoire","year":2006,"lang":"fr","type":"book","venue":"Classiques des sciences sociales.","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology","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":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004542446,0.0006201098,0.0006859372,0.0003165543,0.009980389,0.0003541938,0.001341061,0.001193282,0.0003350949],"category_scores_gemma":[0.0009408065,0.0006878265,0.0004599513,0.001160395,0.2612038,0.000885396,0.0001026241,0.0007257173,0.0002762763],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01082243,"about_ca_system_score_gemma":0.03509791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009097618,"about_ca_topic_score_gemma":0.006161861,"domain_scores_codex":[0.9935669,0.002211724,0.0008977051,0.001145589,0.001047071,0.001130968],"domain_scores_gemma":[0.9953198,0.002204111,0.000999403,0.000318139,0.0008367294,0.0003218135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[9.47107e-7,0.0002263349,0.003769572,0.00009672426,0.00002711329,6.112462e-7,0.006458574,0.000006799802,0.000006066044,0.709668,0.25641,0.02332925],"study_design_scores_gemma":[0.00007505435,0.00009381918,0.002275622,0.000339034,0.00008496943,0.000003205279,0.01143346,0.00001475974,0.000003434841,0.3429956,0.6421208,0.0005602441],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002816286,0.007102555,0.0002641497,0.01935622,0.01216155,0.0005480227,0.00004845431,0.0002211308,0.9574816],"genre_scores_gemma":[0.1690752,0.002407398,0.01121124,0.002563141,0.02428549,0.0001356234,0.0003713084,0.00007603841,0.7898746],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3857108,"threshold_uncertainty_score":0.9995573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4144446619710728,"score_gpt":0.4744230119072872,"score_spread":0.05997834993621437,"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."}}