{"id":"W6994668167","doi":"","title":"Shadow Education","year":2013,"lang":"en","type":"other","venue":"Khazar University Institutional Repository (Khazar University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre; United Nations Development Programme; UNICEF; International Association for the Evaluation of Educational Achievement; Open Society Institute; United Nations Educational, Scientific and Cultural Organization","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001310369,0.001004665,0.0007919203,0.005325659,0.001534966,0.0001426719,0.001941217,0.001276439,0.003722412],"category_scores_gemma":[0.00005091832,0.00134869,0.0005904359,0.002388777,0.001536332,0.00117376,0.0006297762,0.0009809427,0.01324859],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004318742,"about_ca_system_score_gemma":0.0054017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00509235,"about_ca_topic_score_gemma":0.0004909259,"domain_scores_codex":[0.9957756,0.0004238531,0.0003367337,0.001531655,0.001113588,0.0008186132],"domain_scores_gemma":[0.9964784,0.00007086797,0.0008267541,0.001334943,0.0005214977,0.0007675018],"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":[0.000124827,0.0005717265,0.0004875645,0.0001312288,0.0005131249,0.00124334,0.00008140638,0.0000947343,0.000637174,0.28413,0.7114038,0.0005810699],"study_design_scores_gemma":[0.001254032,0.0000674732,0.0005086296,0.0005483357,0.0005764905,0.000214262,0.000978631,0.0000887643,0.0001014242,0.00004917869,0.9942517,0.001361049],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001354098,0.0003964814,0.0006187332,0.0001037931,0.002725554,0.001073198,0.0006129763,0.001753917,0.9913613],"genre_scores_gemma":[0.006796969,0.0001961368,0.001446403,0.00008727107,0.0009879406,0.00000107257,0.0007880502,0.0005198139,0.9891763],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2840808,"threshold_uncertainty_score":0.9997649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007016557309672055,"score_gpt":0.1797129569420407,"score_spread":0.1726963996323687,"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."}}