{"id":"W2133263162","doi":"","title":"Geometry and Art with a Circle Cutter","year":2012,"lang":"en","type":"article","venue":"Proceedings of Bridges 2012: Mathematics, Music, Art, Architecture, Culture","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Polyhedron; Construct (python library); Geometry; Mathematics; Engineering drawing; Computer science; Engineering; Programming language","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":[0.0003669595,0.0004372904,0.0002634362,0.001024882,0.0009456605,0.002066664,0.0005326068,0.0009236429,0.01150632],"category_scores_gemma":[0.001189102,0.0002838663,0.0006603524,0.0006781918,0.004079986,0.002856912,0.001985129,0.001656931,0.001977837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000591659,"about_ca_system_score_gemma":0.0003314085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001064361,"about_ca_topic_score_gemma":0.001306613,"domain_scores_codex":[0.999499,0.0001471485,0.00002010323,0.000100744,0.0002010023,0.0000319934],"domain_scores_gemma":[0.9996746,0.0001486964,0.0000224201,0.00008193913,0.0000430826,0.00002928822],"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":[0.00002418024,0.000003783657,0.0000585208,0.00003781538,0.000004876591,0.00007640031,0.0004008446,0.003663062,0.00159429,0.9660955,0.002133646,0.02590708],"study_design_scores_gemma":[0.0000165423,0.00006449164,0.0002996394,0.00004429813,0.00001257476,0.0007549738,0.0002997431,0.01662449,0.003879422,0.7934274,0.1845412,0.00003518436],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01969147,0.003015092,0.8100255,0.001413326,0.0007618259,0.00004804123,0.000114356,0.0008301995,0.1641001],"genre_scores_gemma":[0.4001465,0.002484327,0.539502,0.0003957929,0.0005906558,0.00007688202,0.0001388464,0.0005060012,0.05615888],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01150632,"threshold_uncertainty_score":0.0384925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008734194828679374,"score_gpt":0.191227807432816,"score_spread":0.1824936126041367,"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."}}