{"id":"W4293573138","doi":"10.2495/iha220131","title":"RECONSTRUCTION OF ALEPPO, SYRIA: A DESIGN STUDIO AT THE UNIVERSITY OF NOTRE DAME, USA","year":2022,"lang":"en","type":"article","venue":"WIT transactions on the built environment","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; Smithsonian Institution","keywords":"Studio; Architecture; Craft; Design studio; Architectural engineering; History of architecture; Curriculum; Engineering; Visual arts; Sociology; Pedagogy; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00159334,0.0006948486,0.0003140042,0.0003721819,0.007493185,0.004059264,0.0008882373,0.0009362752,0.02996142],"category_scores_gemma":[0.001525104,0.0005591617,0.0003098646,0.0003199488,0.002694977,0.001050775,0.002908767,0.002633923,0.002838386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004837047,"about_ca_system_score_gemma":0.008014416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01961293,"about_ca_topic_score_gemma":0.1502266,"domain_scores_codex":[0.9991335,0.000465164,0.00002303424,0.0001138274,0.000143786,0.0001208104],"domain_scores_gemma":[0.9991508,0.0001169655,0.00002847497,0.00005364071,0.000112812,0.0005374248],"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":[0.0004195759,0.001841817,0.01184841,0.0005611866,0.00005396735,0.007187149,0.2933156,0.006074648,0.02116535,0.05113221,0.4996299,0.1067702],"study_design_scores_gemma":[0.00001687141,0.0001676371,0.003187366,0.0001677096,0.00001046014,0.0005487465,0.05233021,0.0009284819,0.001833325,0.00115874,0.9396234,0.00002699284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3748209,0.002981479,0.02011278,0.02107309,0.001907764,0.0008212059,0.001320028,0.001256982,0.5757057],"genre_scores_gemma":[0.4813499,0.002161169,0.03221945,0.00220945,0.0001272063,0.0005038904,0.0005612503,0.0007356692,0.480132],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02996142,"threshold_uncertainty_score":0.100231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0365837457954089,"score_gpt":0.1778319933697214,"score_spread":0.1412482475743125,"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."}}