{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007533545,0.0002917271,0.000292642,0.00006002608,0.00005532134,0.0001261904,0.0001715958,0.0001978527,0.0002534384],"category_scores_gemma":[0.00001783322,0.0002394528,0.00007151374,0.00005522243,0.0000217735,0.00003403208,0.0001901186,0.000663976,0.00001660235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004968684,"about_ca_system_score_gemma":0.00007242962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001304343,"about_ca_topic_score_gemma":0.0002759699,"domain_scores_codex":[0.9990699,0.00002911799,0.0001641917,0.000296246,0.0001908823,0.0002496051],"domain_scores_gemma":[0.9993111,0.00008928804,0.00002708542,0.0004435278,0.00003823264,0.00009072167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001080423,0.00001623308,0.0008980052,0.0005591969,0.0001722402,0.00008401606,0.00187748,0.9917147,0.0002258774,0.00008647651,0.001033541,0.003321441],"study_design_scores_gemma":[0.001338816,0.000173934,0.006430434,0.001946762,0.0003903966,0.0002714654,0.002033855,0.9572352,0.01839192,0.003166975,0.004738618,0.003881624],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1763776,0.0008268033,0.6183924,0.00002465191,0.000275468,0.0002234119,0.00000829894,0.00107305,0.2027983],"genre_scores_gemma":[0.9560934,0.00006991511,0.04195045,0.00007515441,0.0002223507,0.00003990419,0.00005298379,0.00008376654,0.001412019],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7797158,"threshold_uncertainty_score":0.9764602,"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."}}