{"id":"W7119026253","doi":"10.18280/ijsdp.201118","title":"A Proposed Metropolitan Governance Model for Strengthening the Emerging Metropolis of Port-Said in Egypt","year":2025,"lang":"","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Corporate governance; Urban planning; Government (linguistics)","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":[0.001023881,0.0003163938,0.0001668515,0.0009095697,0.001996445,0.003920237,0.001069184,0.001094252,0.005987895],"category_scores_gemma":[0.001690215,0.0002081925,0.0004660751,0.001091769,0.001485465,0.003148105,0.002195899,0.0006746263,0.0004042635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005163796,"about_ca_system_score_gemma":0.005358722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02946534,"about_ca_topic_score_gemma":0.05070582,"domain_scores_codex":[0.9993275,0.0002945293,0.00003778216,0.000108628,0.00008212125,0.0001494476],"domain_scores_gemma":[0.9994143,0.0001016301,0.00009452927,0.00003836621,0.0002122103,0.000138986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004440129,0.0001433629,0.01844266,0.0002051566,0.00003638004,0.001124644,0.006611456,0.04239149,0.0009584402,0.8915063,0.007138347,0.03139732],"study_design_scores_gemma":[0.0001530252,0.0002648528,0.03344963,0.0006419177,0.0002677223,0.001043951,0.05652514,0.3690656,0.002015516,0.3092462,0.2271809,0.0001455147],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4240914,0.0006628896,0.1925653,0.01457987,0.0001740025,0.001243355,0.0005280508,0.0004707248,0.3656844],"genre_scores_gemma":[0.9546536,0.0002988753,0.03064012,0.0001512796,0.00001490593,0.0002687317,0.0001971338,0.00001745617,0.01375795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02946534,"threshold_uncertainty_score":0.05858767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01440669830657589,"score_gpt":0.2701955135352348,"score_spread":0.2557888152286589,"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."}}