{"id":"W4392128265","doi":"10.1093/imrn/rnaf189","title":"Web Bases in Degree Two From Hourglass Plabic Graphs","year":2025,"lang":"en","type":"preprint","venue":"International Mathematics Research Notices","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Austrian Science Fund; Natural Sciences and Engineering Research Council of Canada; Österreichischen Akademie der Wissenschaften; North Dakota State University; National Science Foundation","keywords":"Hourglass; Degree (music); Computer science; World Wide Web; Geography; Physics; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"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","scholarly_communication","open_science","research_integrity"],"consensus_categories":["open_science"],"category_scores_codex":[0.004013681,0.0004351223,0.0005955543,0.003245816,0.0001714933,0.001201869,0.00946735,0.0002766564,0.0002296513],"category_scores_gemma":[0.003370404,0.0004180656,0.000235794,0.001277052,0.0004175987,0.0007063445,0.009446982,0.00276637,0.0002098804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004994651,"about_ca_system_score_gemma":0.0009977212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006528468,"about_ca_topic_score_gemma":0.001404564,"domain_scores_codex":[0.9925214,0.0007998418,0.0009130174,0.001316572,0.003533782,0.0009153658],"domain_scores_gemma":[0.9880111,0.00829424,0.0003031421,0.001924455,0.001246038,0.0002210574],"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":[0.00008867659,0.001147297,0.003319971,0.0006459651,0.000439738,0.0004146771,0.002350419,0.008090923,0.0005949963,0.966705,0.001626008,0.01457636],"study_design_scores_gemma":[0.0005347386,0.00002736305,0.0004637333,0.001201523,0.000005668559,0.000002192889,0.0001405025,0.3018752,0.0007902324,0.6936605,0.001013066,0.0002852899],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5610675,0.00275968,0.2431103,0.01522696,0.006772847,0.00460085,0.002127999,0.0009735858,0.1633603],"genre_scores_gemma":[0.7907118,0.0005367295,0.2041585,0.0001356672,0.0002873472,0.0006403462,0.0001218031,0.00005494371,0.003352845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2937843,"threshold_uncertainty_score":0.999835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1719676152151449,"score_gpt":0.4493012501158872,"score_spread":0.2773336349007423,"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."}}