{"id":"W7133136026","doi":"10.5281/zenodo.18827871","title":"Middle East Vision 2030","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Middle East; Per capita; Real gross domestic product; China; Gross domestic product; Financial crisis; Index (typography); Per capita income","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":[0.002021307,0.001539637,0.0006033996,0.0009269901,0.002592809,0.007345607,0.00151705,0.009893182,0.2363754],"category_scores_gemma":[0.003080211,0.0003692589,0.0008914928,0.0006545905,0.0009424284,0.003674807,0.003668324,0.006877023,0.216581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002192536,"about_ca_system_score_gemma":0.006324248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009919049,"about_ca_topic_score_gemma":0.01627682,"domain_scores_codex":[0.9986707,0.0001482646,0.0000721496,0.0001394443,0.0004939861,0.0004755008],"domain_scores_gemma":[0.9980745,0.00008477521,0.0000916872,0.00005045632,0.0009545173,0.0007439377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001349056,0.00001394776,0.00006034183,0.00007129908,0.000001156305,0.0000344531,0.00002631081,0.000009558861,0.00007024103,0.0009029554,0.9885521,0.01024419],"study_design_scores_gemma":[0.000002963631,0.000005744775,0.0002702805,0.000159658,8.939379e-7,0.00001857874,0.0001152556,0.000007325612,0.00002149664,0.0001942225,0.9992003,0.000003277645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007062067,0.01640004,0.0005792175,0.1438559,0.2007448,0.0004415958,0.002894645,0.0004949011,0.6338827],"genre_scores_gemma":[0.003829258,0.006409535,0.0005328501,0.08944817,0.01374697,0.0003459286,0.001882049,0.0002217434,0.8835835],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2363754,"threshold_uncertainty_score":0.7907544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05496744746822049,"score_gpt":0.2897954279906605,"score_spread":0.2348279805224401,"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."}}