{"id":"W4415569780","doi":"10.1017/s0963548325100205","title":"Disperse hypergraphs","year":2025,"lang":"en","type":"article","venue":"Combinatorics Probability Computing","topic":"Limits and Structures in Graph Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Hypergraph; Set (abstract data type); Independent set; Clique; Set theory","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":[0.0006263332,0.000267309,0.0005227869,0.001523913,0.001344259,0.001782204,0.0006095875,0.0006751785,0.007805468],"category_scores_gemma":[0.005264979,0.0005827361,0.0003761133,0.001546736,0.002435312,0.004222534,0.002114565,0.001458585,0.0006273073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009850463,"about_ca_system_score_gemma":0.0002634558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007459756,"about_ca_topic_score_gemma":0.0009130243,"domain_scores_codex":[0.9991785,0.0001919241,0.00004350939,0.0003051284,0.0001865138,0.00009439726],"domain_scores_gemma":[0.995205,0.00251472,0.0005248349,0.0007513924,0.0004742336,0.000529791],"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":[0.00005748641,0.00002418804,0.001125507,0.00006131885,0.00001955283,0.0001542276,0.0003984548,0.005166709,0.002922824,0.9787297,0.001973097,0.009366968],"study_design_scores_gemma":[0.00002340578,0.00002792851,0.00112188,0.00002479628,0.00001546243,0.0004610718,0.0002924502,0.03645316,0.002483114,0.9455677,0.01351163,0.00001729274],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.541138,0.0008150334,0.3915577,0.00218426,0.00006877306,0.0001616515,0.001250057,0.000431092,0.06239346],"genre_scores_gemma":[0.9329144,0.0004350613,0.05248987,0.0003366902,0.0001006694,0.0001677659,0.0006702169,0.00008285286,0.01280249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007805468,"threshold_uncertainty_score":0.0261119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02924122589144217,"score_gpt":0.315248863617299,"score_spread":0.2860076377258568,"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."}}