{"id":"W7162003351","doi":"10.82308/8513","title":"Essays on the economics of education: effects of student sorting and school duration on labor market and educational outcomes","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"School Choice and Performance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Research methodology; Ethnic discrimination","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":[0.0004040874,0.0001086648,0.000186638,0.00007353249,0.0002167191,0.00007283397,0.0001091216,0.0001035931,0.0005426718],"category_scores_gemma":[0.0006826962,0.00008157698,0.00003589676,0.00009838615,0.00004601536,0.0001261702,0.00001022608,0.0001295762,0.000003608687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004827998,"about_ca_system_score_gemma":0.0008931148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003159361,"about_ca_topic_score_gemma":0.003187112,"domain_scores_codex":[0.9991423,0.0001090131,0.000285377,0.0001736231,0.0002038641,0.00008577201],"domain_scores_gemma":[0.9983323,0.0009620358,0.0003460508,0.0001301173,0.0001795545,0.00004998587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008508573,0.0004175272,0.7687694,0.0008365705,0.0001609867,1.373444e-7,0.01611573,0.000005884353,0.0001045279,0.1931844,0.009705945,0.01061373],"study_design_scores_gemma":[0.0001248591,0.0000476468,0.973289,0.0003069574,0.00003655109,9.476859e-8,0.02320681,0.000004816354,0.0007104394,0.001742315,0.0004272465,0.0001032549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9125683,0.0003593807,1.325914e-7,0.002530306,0.0007488267,0.0002908383,0.000004035571,0.000003904483,0.08349427],"genre_scores_gemma":[0.9682922,0.001714865,0.0000557785,0.0004622923,0.0003472902,0.0001026536,0.00006981596,0.000008991498,0.02894606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2045196,"threshold_uncertainty_score":0.5941876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174038904700186,"score_gpt":0.3382997647702258,"score_spread":0.3265593757232239,"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."}}