{"id":"W2265035109","doi":"10.5555/arwg.3.4.03p2w0t32488745v","title":"Participatory Approaches to Urban Development in Egypt: The Experience of a Non-Governmental Organization","year":2000,"lang":"en","type":"article","venue":"Arab world geographer","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citizen journalism; Sociology; Corporate governance; Participatory development; Work (physics); Relation (database); Participatory action research; Participatory GIS; Strengths and weaknesses; Public relations; Political science; Management; Psychology; Computer science; Engineering; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.008162891,0.0005479523,0.00053253,0.0009035707,0.02021143,0.006529196,0.001537062,0.002878285,0.003087469],"category_scores_gemma":[0.006858485,0.000468162,0.0002901161,0.002237501,0.01970469,0.002982745,0.0117831,0.002879015,0.0002971117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006758094,"about_ca_system_score_gemma":0.007759049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01403069,"about_ca_topic_score_gemma":0.0305736,"domain_scores_codex":[0.9886684,0.008882198,0.0001488745,0.0002537397,0.0005822452,0.001464659],"domain_scores_gemma":[0.994486,0.003489777,0.0005720279,0.000308215,0.000300025,0.0008439026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003223163,0.00003372322,0.00123443,0.0001274042,0.000005471989,0.001904142,0.9780052,0.0001837816,0.0003358874,0.009643078,0.0008535524,0.007641135],"study_design_scores_gemma":[0.000006972114,0.00003725164,0.0009599035,0.0000891761,0.000004298337,0.0003641915,0.9643561,0.00008983618,0.0001837276,0.001352719,0.03254128,0.00001455497],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447468,0.002285899,0.003571877,0.01182221,0.00009294808,0.0001626292,0.00003129857,0.00003433767,0.03725211],"genre_scores_gemma":[0.9905619,0.001224459,0.0009361744,0.0006418479,0.00001752913,0.00006835217,0.00001031219,0.0000158098,0.006523648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02021143,"threshold_uncertainty_score":0.04903364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06289488848696739,"score_gpt":0.2618594157174662,"score_spread":0.1989645272304988,"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."}}