{"id":"W4253392378","doi":"10.1007/978-1-4614-3576-1_66","title":"Saudi Arabia","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Plateau (mathematics); Peninsula; Geography; Desert (philosophy); Arid; Quarter (Canadian coin); Archaeology; Physical geography; Ancient history; Geology; Paleontology; History; Political science","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":[0.0002769265,0.0008673514,0.0002911898,0.00109917,0.002027051,0.003050406,0.000441587,0.0008759584,0.1879711],"category_scores_gemma":[0.0005187053,0.0002038207,0.0001971433,0.001147638,0.0004550703,0.001347283,0.001053063,0.0009640119,0.1250335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001582945,"about_ca_system_score_gemma":0.001688058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01170452,"about_ca_topic_score_gemma":0.02554777,"domain_scores_codex":[0.9998571,0.00001822596,0.000009152397,0.00002863851,0.00005646789,0.00003040476],"domain_scores_gemma":[0.9998125,0.00001898714,0.00001517438,0.00001899971,0.0001054282,0.00002886462],"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":[0.00005957965,0.00004996292,0.0007404262,0.0002071124,0.000007205114,0.0002631036,0.0006559092,0.0002380908,0.000965823,0.068583,0.5209537,0.407276],"study_design_scores_gemma":[0.000002215497,0.000006207438,0.0002954403,0.00004140501,0.000001483676,0.00007767328,0.0001453589,0.00005034279,0.0001637787,0.001243805,0.9979699,0.000002398065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002025666,0.009623092,0.0008345515,0.002305099,0.001739215,0.0000498012,0.0006775987,0.0001841012,0.9825608],"genre_scores_gemma":[0.005573468,0.002520903,0.0004725749,0.0003920168,0.0001102664,0.00001640658,0.000219092,0.00003360712,0.9906617],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1879711,"threshold_uncertainty_score":0.6288259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04193163140683353,"score_gpt":0.2865562075455312,"score_spread":0.2446245761386976,"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."}}