{"id":"W4234754775","doi":"10.32920/ryerson.14656560","title":"Architecture as palimpsest : a strategy of intermediacy","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Schema (genetic algorithms); Architectural engineering; Palimpsest; Context (archaeology); Aesthetics; History; Sociology; Computer science; Engineering; Art; 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":[0.009204412,0.001064314,0.0008121554,0.004966956,0.01047675,0.01950304,0.002761633,0.002926635,0.01485712],"category_scores_gemma":[0.01436924,0.001130328,0.000928479,0.003552821,0.04181385,0.02369937,0.02845984,0.005929602,0.002668628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008462342,"about_ca_system_score_gemma":0.007837918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00539652,"about_ca_topic_score_gemma":0.00596249,"domain_scores_codex":[0.9922192,0.004112531,0.0002969655,0.001408196,0.00127762,0.0006855667],"domain_scores_gemma":[0.9912572,0.003652382,0.0005404304,0.003239013,0.0006714083,0.0006396616],"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":[0.00002295988,0.00001579423,0.0004591589,0.00003077835,0.00000787097,0.0001747663,0.02914346,0.0001998591,0.0002747237,0.9600729,0.0005920189,0.009005735],"study_design_scores_gemma":[0.00004215066,0.00008241664,0.0006668087,0.0003738895,0.00005336612,0.0005187362,0.02504327,0.002083094,0.00108548,0.7567977,0.2132111,0.00004186957],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05246405,0.001427787,0.1469078,0.008013566,0.0003347781,0.0002735884,0.0000841115,0.0005650284,0.7899293],"genre_scores_gemma":[0.9136958,0.0008084121,0.0281757,0.000669114,0.0001730721,0.0003505773,0.0001001114,0.0004321176,0.05559515],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01950304,"threshold_uncertainty_score":0.06139886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01995425999286422,"score_gpt":0.2469679041697008,"score_spread":0.2270136441768366,"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."}}