{"id":"W4247693066","doi":"10.32920/ryerson.14644836.v1","title":"Architecture of inclusivity accommodating diversity within post war towers","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Obsolescence; Diversity (politics); Neighbourhood (mathematics); Apartment; Homogeneous; Overtime; Architecture; Subdivision; Architectural engineering; Sociology; Geography; Political science; Business; Engineering; Civil engineering; Marketing; Law; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006297946,0.0002689189,0.0001588998,0.000477076,0.001900837,0.003377449,0.0009329542,0.0005649353,0.005022443],"category_scores_gemma":[0.000886711,0.0003301442,0.0002192455,0.0004924738,0.002375981,0.001423087,0.003114002,0.0006238159,0.001166229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001711886,"about_ca_system_score_gemma":0.001224226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008242262,"about_ca_topic_score_gemma":0.02730098,"domain_scores_codex":[0.9993393,0.0002215336,0.00002530164,0.0001080695,0.0001530966,0.0001527244],"domain_scores_gemma":[0.9994579,0.00005848696,0.0000439213,0.0001548823,0.0001209845,0.0001638085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003927705,0.0002118175,0.04512715,0.0003354966,0.00006012197,0.003003408,0.05812061,0.09736374,0.06243895,0.496381,0.009567368,0.2269976],"study_design_scores_gemma":[0.00007602092,0.0008996033,0.09193014,0.0003478394,0.0001469271,0.003438859,0.04160804,0.09725473,0.01199443,0.148218,0.6038336,0.0002518687],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6669698,0.0004341059,0.1452371,0.0009067522,0.00007638027,0.0001209589,0.0001333117,0.0007630571,0.1853585],"genre_scores_gemma":[0.9481586,0.0001572329,0.03473317,0.0000358346,0.00001029618,0.00003739524,0.00005854653,0.00009543746,0.01671348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008242262,"threshold_uncertainty_score":0.01680171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171837090011499,"score_gpt":0.2216209604866076,"score_spread":0.2044372514854577,"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."}}