{"id":"W4361192315","doi":"10.32920/ryerson.14637327.v3","title":"An architecture of civility","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Architecture, Art, Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Civility; Architecture; Exhibition; Event (particle physics); Work (physics); Landscape architecture; Sociology; Engineering; Visual arts; Political science; Art; Civil engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004438842,0.0003732848,0.0001472372,0.000357374,0.004568344,0.004548646,0.0004232992,0.001060249,0.01772573],"category_scores_gemma":[0.0006653811,0.0001872756,0.0002391087,0.0003571922,0.005910338,0.002148923,0.003518567,0.001842195,0.001804639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003483967,"about_ca_system_score_gemma":0.00269761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008969299,"about_ca_topic_score_gemma":0.02218701,"domain_scores_codex":[0.9994561,0.0002668608,0.000007624949,0.00007229357,0.0001207727,0.00007631297],"domain_scores_gemma":[0.9998202,0.00002886426,0.000007820746,0.00004350621,0.00003109038,0.00006856325],"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":[0.00001217343,0.00001159303,0.0003720736,0.00003512261,0.000004259604,0.0001842291,0.008879954,0.001339775,0.0007277903,0.9466552,0.02388344,0.01789426],"study_design_scores_gemma":[0.000003215599,0.00001982473,0.0006625269,0.00005526151,0.000002801322,0.0002984556,0.005128617,0.0007094544,0.0004062403,0.08824208,0.9044631,0.000008372732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0304572,0.001844637,0.01272581,0.006007102,0.0005142578,0.00004548797,0.0000771026,0.0001869172,0.9481414],"genre_scores_gemma":[0.5790235,0.001926213,0.01327642,0.0007342224,0.0001334389,0.00004644498,0.0001157852,0.0001771055,0.4045669],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01772573,"threshold_uncertainty_score":0.05929852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05963251185191728,"score_gpt":0.2888395320228908,"score_spread":0.2292070201709735,"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."}}