{"id":"W4297021499","doi":"10.32920/ryerson.14637327.v2","title":"An architecture of civility","year":2022,"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":[0.0004419092,0.000372578,0.0001466325,0.0003550134,0.004553919,0.004572113,0.0004222266,0.001059636,0.01764006],"category_scores_gemma":[0.0006633116,0.0001869975,0.0002368373,0.0003571863,0.005887052,0.002161035,0.003515159,0.001831878,0.001802337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003483982,"about_ca_system_score_gemma":0.002688763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009013854,"about_ca_topic_score_gemma":0.02231713,"domain_scores_codex":[0.9994553,0.0002675428,0.00000756689,0.00007248695,0.0001208802,0.00007612414],"domain_scores_gemma":[0.9998216,0.00002866444,0.000007704753,0.00004317733,0.00003081983,0.00006792216],"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":[0.00001215149,0.00001157179,0.000371287,0.00003493503,0.000004232208,0.0001836946,0.008899526,0.001343164,0.000723713,0.9467031,0.02388188,0.01783076],"study_design_scores_gemma":[0.00000317611,0.00001946999,0.0006568244,0.00005472401,0.000002755571,0.0002943442,0.005141743,0.0007083198,0.0004046512,0.08738037,0.9053254,0.000008300884],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03042347,0.001826527,0.01258545,0.005945562,0.0005086132,0.00004489703,0.00007698713,0.0001853263,0.9484032],"genre_scores_gemma":[0.5782027,0.001910237,0.0131861,0.0007272789,0.0001313004,0.00004593433,0.0001162841,0.0001768836,0.4055033],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01764006,"threshold_uncertainty_score":0.05901188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03235785588523992,"score_gpt":0.2739717174005527,"score_spread":0.2416138615153127,"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."}}