{"id":"W4205370864","doi":"10.37575/b/eng/210053","title":"Planning of Urban Quarters, Districts and Neighbourhoods in Islam’s Holiest City: A Comparative Analytical Study","year":2022,"lang":"en","type":"article","venue":"Scientific Journal of King Faisal University Basic and Applied Sciences","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Milestone; Urban planning; Islam; Environmental planning; Ambiguity; Regional science; Quarter (Canadian coin); Geography; Hierarchy; Civil engineering; Political science; Engineering; Computer science; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007901071,0.00008350147,0.0002230936,0.0003118278,0.001341709,0.0001871028,0.0002648441,0.000009694137,0.00007011933],"category_scores_gemma":[0.000007480332,0.00006347118,0.00003306283,0.0003124182,0.001608533,0.0002541847,0.0001353017,0.0002033161,1.884162e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002150047,"about_ca_system_score_gemma":0.00006976523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008405885,"about_ca_topic_score_gemma":0.0002178357,"domain_scores_codex":[0.9989837,0.00007462541,0.0001963652,0.0001943364,0.0003946433,0.0001562728],"domain_scores_gemma":[0.999531,0.0001034685,0.0002137845,0.00004638897,0.00004443307,0.00006088572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001713057,0.0003231282,0.09064835,0.00001623115,0.00006118022,0.00006201932,0.7805573,0.001120876,0.0005103936,0.124394,0.0007293953,0.001405837],"study_design_scores_gemma":[0.0006768938,0.0007465263,0.02373676,0.00003441031,0.00005038799,0.00001821767,0.9688296,0.0003230475,0.00005160265,0.00121005,0.004169858,0.0001526682],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926244,0.0000857249,0.00001702726,0.0001425234,0.000170407,0.00007912107,0.00001103415,0.00000392883,0.006865842],"genre_scores_gemma":[0.9997085,9.349737e-7,0.00003304695,0.0000199073,0.00003268247,1.60837e-7,6.619218e-7,0.000001101966,0.0002029887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1882723,"threshold_uncertainty_score":0.9999584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0649591016840173,"score_gpt":0.2650414756534459,"score_spread":0.2000823739694286,"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."}}