{"id":"W4301434935","doi":"10.31899/pgy2000.1006","title":"The School Environment in Egypt: A Situation Analysis of Public Preparatory Schools","year":2000,"lang":"en","type":"report","venue":"","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cairo University; Ain Shams University","keywords":"Quarter (Canadian coin); Preparatory school; Mathematics education; School education; Basic education; Public education; Medical education; Psychology; Pedagogy; Political science; Primary education; Geography; Medicine; Public administration","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004467289,0.000232611,0.0002574872,0.002311378,0.001099564,0.001405649,0.0003778808,0.0004548556,0.001363584],"category_scores_gemma":[0.0008196079,0.0002518873,0.0003181812,0.004979701,0.0005764574,0.0009542915,0.001437706,0.0003227047,0.0001591891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004016217,"about_ca_system_score_gemma":0.001971943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08185924,"about_ca_topic_score_gemma":0.1202759,"domain_scores_codex":[0.9996399,0.00007257574,0.00003931133,0.00004322927,0.00004849428,0.0001564883],"domain_scores_gemma":[0.9994897,0.00006602418,0.0001974817,0.00002318675,0.0001345643,0.00008912869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001251105,0.00017175,0.9608033,0.0001258459,0.00007392843,0.001326983,0.02353861,0.0004237051,0.0004641559,0.0005475781,0.0005016298,0.01189735],"study_design_scores_gemma":[0.000003160067,0.00004993663,0.9179569,0.00003149767,0.00002014607,0.0001525075,0.08061723,0.000242282,0.0001397953,0.00005559057,0.0007211883,0.00000981535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991195,0.00006814506,0.00002584305,0.00004513927,4.724877e-7,0.00000874599,0.0002363122,8.485384e-7,0.0004950461],"genre_scores_gemma":[0.99898,0.0002358966,0.00008044761,0.00001482683,0.000001415834,0.000008434951,0.0003868684,8.704228e-7,0.0002911929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08185924,"threshold_uncertainty_score":0.1627655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06304127992788813,"score_gpt":0.3675672810906842,"score_spread":0.304526001162796,"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."}}