{"id":"W4387021328","doi":"10.18280/ijsdp.180925","title":"Architectural Characteristics of Expansion in Historical Mosques","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Mosul","keywords":"Architectural engineering; Urban expansion; Environmental science; Engineering; Civil engineering; Urban planning","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002186471,0.00006522085,0.000137646,0.0003477497,0.00006303332,0.00004811614,0.0001233599,0.00001791808,0.00003596308],"category_scores_gemma":[0.0000710825,0.00004695292,0.0000260801,0.00004604597,0.00003336077,0.0001741599,0.00004631493,0.000111297,0.000001143316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008498899,"about_ca_system_score_gemma":0.00006085866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005838639,"about_ca_topic_score_gemma":0.00001062133,"domain_scores_codex":[0.999234,0.00001488384,0.0003554209,0.00005344152,0.000223757,0.0001185127],"domain_scores_gemma":[0.9994153,0.00006297445,0.0001817195,0.00001772987,0.000294629,0.00002761526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005546759,0.00007302561,0.04987219,0.000163367,0.0002077103,0.003921636,0.8085617,0.0004590259,0.0005161001,0.02290002,0.003773784,0.1089967],"study_design_scores_gemma":[0.001075236,0.0002385624,0.246194,0.0008708488,0.00002034149,0.000164451,0.2242334,0.0001403969,0.001403933,0.007876476,0.5173627,0.000419703],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997951,0.0002010214,0.00002005581,0.0004120376,0.0003469024,0.00002898537,0.000001038126,0.000007857743,0.001031047],"genre_scores_gemma":[0.997269,0.00001995761,0.0001800587,0.00005746097,0.0002429821,0.000001322634,0.000007384227,0.000003395037,0.002218395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5843284,"threshold_uncertainty_score":0.1914685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02938163779161737,"score_gpt":0.2558965056584253,"score_spread":0.2265148678668079,"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."}}