{"id":"W4248122505","doi":"10.32920/ryerson.14644446.v1","title":"Creating place with palimpsest.","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":"Palimpsest; Architecture; Identity (music); Architectural engineering; Typology; Computer science; Aesthetics; History; Archaeology; Engineering; Art","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":[0.001436427,0.0008645033,0.0001712793,0.0009186119,0.002430335,0.005588714,0.0009535154,0.001425295,0.03225261],"category_scores_gemma":[0.002636773,0.0004543876,0.0005656104,0.0007179404,0.005718221,0.00467296,0.005141621,0.001425239,0.006205805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003572457,"about_ca_system_score_gemma":0.002623423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01030709,"about_ca_topic_score_gemma":0.03237662,"domain_scores_codex":[0.9988164,0.0003962465,0.00004515605,0.0001561766,0.000492864,0.00009330709],"domain_scores_gemma":[0.999268,0.0001879124,0.00004077249,0.0002489706,0.0001377012,0.000116657],"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":[0.0000293354,0.00001485129,0.00032952,0.0001262445,0.000006481586,0.0002365363,0.01066004,0.001067156,0.001138524,0.9117655,0.01849929,0.05612648],"study_design_scores_gemma":[0.00001449013,0.00002277086,0.0002606897,0.00009490024,0.000009532197,0.000403681,0.002350471,0.002353162,0.001626548,0.1003201,0.8925237,0.00002008751],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01142726,0.001249664,0.3523417,0.004921303,0.0006535062,0.0001720287,0.0002318199,0.002068497,0.6269342],"genre_scores_gemma":[0.2976519,0.001574434,0.295463,0.001060013,0.0001734039,0.0003446859,0.0006442557,0.001731314,0.401357],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03225261,"threshold_uncertainty_score":0.1078957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173988126078109,"score_gpt":0.2218233015133915,"score_spread":0.2044244889055806,"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."}}