{"id":"W4240620145","doi":"10.33948/jap-ksu-32-1-5","title":"التخطيط في مدن ناشئة: تجربة وسيرة أستاذ جامعي","year":2019,"lang":"ar","type":"article","venue":"","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001119091,0.0005754837,0.0003300784,0.0008496682,0.003864538,0.005342306,0.0005298776,0.001823575,0.1270591],"category_scores_gemma":[0.004834757,0.0003654644,0.0002708717,0.000994937,0.001937933,0.001287813,0.001884944,0.005154322,0.06262009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002703666,"about_ca_system_score_gemma":0.003921166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008140533,"about_ca_topic_score_gemma":0.008126573,"domain_scores_codex":[0.9978867,0.0002507806,0.0001351284,0.0001668001,0.001238709,0.0003218303],"domain_scores_gemma":[0.9973507,0.0005833887,0.0001974807,0.0001392673,0.001454211,0.0002750001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005850032,0.0002749636,0.002300391,0.001097935,0.00002860116,0.005023746,0.02719214,0.0003778568,0.04199103,0.3139853,0.2523241,0.354819],"study_design_scores_gemma":[0.000009624688,0.00004270528,0.00534735,0.0002781499,0.000009151871,0.001431574,0.008051938,0.0000882181,0.004984419,0.007061253,0.9726564,0.00003916372],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05226403,0.004772725,0.008946077,0.02560091,0.01369074,0.0002689066,0.0006806501,0.0004435648,0.8933325],"genre_scores_gemma":[0.1290645,0.004620445,0.009763477,0.003710339,0.002330539,0.0005277295,0.0005146986,0.0005428995,0.8489253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1270591,"threshold_uncertainty_score":0.4250551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004359605340390749,"score_gpt":0.1773578997756936,"score_spread":0.1729982944353028,"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."}}