{"id":"W3177230501","doi":"10.18280/ijsdp.160319","title":"Requirements for Reaching the Sustainable Goals of Development to Plan New Areas in Arab Republic of Egypt","year":2021,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Sustainability; Environmental planning; Natural resource; Urbanization; Business; Plan (archaeology); Development plan; Environmental resource management; Economic growth; Geography; Political science; Economics; Engineering; Civil engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00250795,0.0001301959,0.0002858563,0.0004789916,0.0002508985,0.0001123631,0.00043793,0.00007008516,0.00003012617],"category_scores_gemma":[0.001178065,0.0001055414,0.00005061229,0.0003351534,0.00004868442,0.0004321953,0.0001736618,0.0001452186,4.754332e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004515313,"about_ca_system_score_gemma":0.00321005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002104715,"about_ca_topic_score_gemma":0.0000839541,"domain_scores_codex":[0.9977682,0.0000884133,0.0008495004,0.0001633133,0.0007283007,0.0004022596],"domain_scores_gemma":[0.9974341,0.0003007803,0.0004936545,0.00006734892,0.001567974,0.0001361489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001090657,0.0003680493,0.1070787,0.0004708781,0.001058492,0.002188629,0.7041489,0.0006479674,0.0004637523,0.1058784,0.01319013,0.06341536],"study_design_scores_gemma":[0.001345986,0.00006319384,0.07306247,0.0008257085,0.00001651996,0.00002587512,0.4769695,0.000006121427,0.005673644,0.003406209,0.4383459,0.0002588916],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869248,0.001354665,0.001464456,0.004659622,0.0003647627,0.000345417,0.000001958269,0.000007384855,0.00487688],"genre_scores_gemma":[0.9754378,0.0001657493,0.01036672,0.0001552099,0.0001584183,0.00001128152,0.00001545976,0.00001099845,0.01367842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4251558,"threshold_uncertainty_score":0.5694491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05990649008713367,"score_gpt":0.3271454112780436,"score_spread":0.26723892119091,"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."}}