{"id":"W2039598212","doi":"10.1142/s0218195900000073","title":"COMPUTATIONAL GEOMETRY COLUMN 37","year":2000,"lang":"en","type":"article","venue":"International Journal of Computational Geometry & Applications","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mathematics; Column (typography); Geometry; Combinatorics; Computational geometry; Connection (principal bundle)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008988314,0.0003742763,0.0004575102,0.001320664,0.0003646354,0.0006233042,0.002603371,0.000157544,0.00119614],"category_scores_gemma":[0.00008837676,0.000402941,0.0004189921,0.002434996,0.0001586218,0.00162851,0.0002102716,0.0004870622,0.0006080525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000308103,"about_ca_system_score_gemma":0.0006938036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008408396,"about_ca_topic_score_gemma":0.000001539185,"domain_scores_codex":[0.9947737,0.0001547643,0.001587757,0.0005996201,0.00247661,0.0004075597],"domain_scores_gemma":[0.9942518,0.0009236599,0.0008608277,0.0004004754,0.003199922,0.0003633248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005495001,0.0005110151,0.0003657549,0.00001216663,0.0003033035,0.00003104316,0.00009092874,0.6585004,0.00004681085,0.06499448,0.003814151,0.271275],"study_design_scores_gemma":[0.002929958,0.0003240861,0.01627053,0.0000789906,0.00007853309,0.002007862,0.00005754828,0.1589088,0.0002471876,0.293704,0.5245073,0.0008851893],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02211091,0.0009042412,0.9688978,0.003237903,0.0008446198,0.0004856056,0.00008510879,0.0001444471,0.00328937],"genre_scores_gemma":[0.7061948,0.0001857191,0.2879283,0.002088707,0.0018753,0.0001197691,0.0003435815,0.00003938872,0.001224473],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6840839,"threshold_uncertainty_score":0.9998422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058374733522877,"score_gpt":0.279164973117668,"score_spread":0.2685812257824392,"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."}}