{"id":"W4417420857","doi":"10.2139/ssrn.5929690","title":"Local Infection in Uniform Hypergraphs","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Limits and Structures in Graph Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Hypergraph; Vertex (graph theory); Graph; Set (abstract data type); Upper and lower bounds; Block (permutation group 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":[0.00173124,0.0004455001,0.001322868,0.002472915,0.002034352,0.003981211,0.001597622,0.001518875,0.00732593],"category_scores_gemma":[0.01204246,0.0007345364,0.0006322306,0.001563773,0.003169853,0.006338925,0.003236735,0.002179468,0.0006117678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001813288,"about_ca_system_score_gemma":0.0006510402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001061165,"about_ca_topic_score_gemma":0.0007550307,"domain_scores_codex":[0.9987441,0.0005322539,0.00005443661,0.0002126792,0.0002256064,0.0002308964],"domain_scores_gemma":[0.9871443,0.007711715,0.001584351,0.0009272835,0.0008819826,0.001750341],"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":[0.00006822486,0.00004212256,0.0006464893,0.00006979209,0.00001281202,0.0001115944,0.0003664465,0.003750566,0.0009796316,0.9893449,0.001291403,0.003315979],"study_design_scores_gemma":[0.00002602296,0.00002455201,0.000402586,0.00002204525,0.00001268899,0.0001918377,0.0001850007,0.02571296,0.00046136,0.9720054,0.0009402799,0.00001515346],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8073093,0.00143242,0.1423842,0.002349115,0.0001703785,0.00007710835,0.0003319593,0.0004169496,0.04552851],"genre_scores_gemma":[0.9764259,0.0006230436,0.00757267,0.000340993,0.0002027758,0.00009750894,0.0001757305,0.0001088209,0.0144524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00732593,"threshold_uncertainty_score":0.02450764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017546060454893,"score_gpt":0.2703815534979378,"score_spread":0.2602060928933889,"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."}}