{"id":"W3209159832","doi":"10.32920/ryerson.14645451.v1","title":"Ornament: a language of architecture","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Architecture; Aside; History; Aesthetics; Relevance (law); Visual arts; Art; Literature; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001299644,0.0008831186,0.0003847934,0.001149038,0.003169285,0.006305057,0.001037838,0.00198296,0.009632642],"category_scores_gemma":[0.002575428,0.0003027906,0.0004962081,0.001854209,0.01151793,0.007219313,0.002506503,0.003051771,0.002882155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002280926,"about_ca_system_score_gemma":0.0009732067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002421449,"about_ca_topic_score_gemma":0.003240765,"domain_scores_codex":[0.9980389,0.001150256,0.00009990119,0.0002614673,0.0003035007,0.0001459143],"domain_scores_gemma":[0.9991332,0.0004036448,0.0001049005,0.0001608387,0.0001335358,0.00006393572],"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":[0.000009034032,0.000002301889,0.00007185259,0.00003108295,0.000002136366,0.00004334544,0.001518568,0.0001382564,0.0001282434,0.9854863,0.00676194,0.005806943],"study_design_scores_gemma":[0.000005096376,0.00001419142,0.0002207248,0.0001145086,0.000004258007,0.0002872823,0.0007895142,0.0005868977,0.000181045,0.2449345,0.7528492,0.00001284918],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01518314,0.02062427,0.1423096,0.01452597,0.004041884,0.00005084413,0.0005093079,0.0008816145,0.8018734],"genre_scores_gemma":[0.7412502,0.0118917,0.06901805,0.004389182,0.003025945,0.000248546,0.0006811672,0.001342777,0.1681524],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009632642,"threshold_uncertainty_score":0.03222442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286992418150027,"score_gpt":0.2268418505613196,"score_spread":0.2139719263798193,"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."}}