{"id":"W4407872875","doi":"10.2139/ssrn.5131731","title":"<span>Volumetric Subdivision and the Architectures of Property</span>","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Span (engineering); Subdivision; Life span; Mathematics; Structural engineering; Engineering; Gerontology; Medicine; Civil engineering","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":[0.000312806,0.000302944,0.0002632614,0.0004846282,0.0003423731,0.001034846,0.0006329646,0.000432762,0.006977253],"category_scores_gemma":[0.001430891,0.0002338034,0.0002478548,0.0005494676,0.001220511,0.001536671,0.001101044,0.0009694476,0.0008979608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005189837,"about_ca_system_score_gemma":0.0003376352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00200706,"about_ca_topic_score_gemma":0.002910238,"domain_scores_codex":[0.9998541,0.00003148281,0.000006630975,0.00002579722,0.00005754604,0.00002441142],"domain_scores_gemma":[0.9997246,0.00007820621,0.00003404363,0.0000734959,0.0000615489,0.00002818153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005264189,0.00001199284,0.0002926108,0.00003889819,0.000005441488,0.00003619298,0.00009222954,0.03760283,0.006575096,0.8824541,0.002716,0.0701219],"study_design_scores_gemma":[0.00001139498,0.00004141189,0.0003889404,0.00002982056,0.000007382154,0.0001203714,0.00006069467,0.325823,0.00538502,0.649098,0.01901928,0.00001466752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.05481457,0.0005485154,0.8961453,0.0005391006,0.0001192742,0.0000293973,0.00009284709,0.0003914901,0.04731938],"genre_scores_gemma":[0.7399858,0.0007224349,0.2295814,0.0002359472,0.0001118499,0.00007204723,0.0002341925,0.0003095212,0.02874674],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006977253,"threshold_uncertainty_score":0.02334124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003158404281262638,"score_gpt":0.189145153042151,"score_spread":0.1859867487608883,"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."}}