{"id":"W4396819614","doi":"10.48550/arxiv.2404.18014","title":"Layered subgraphs of the hypercube","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Interconnection Networks and Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hypercube; Computer science; Combinatorics; Business; Mathematics; Parallel computing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002355511,0.0001875251,0.0002509381,0.0001560623,0.00007924925,0.00007746965,0.001904194,0.0002147726,0.00001919804],"category_scores_gemma":[0.00001139692,0.0001496807,0.0004063147,0.0007100509,0.00007986394,0.00008391376,0.002638959,0.000546399,0.00005691223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007809465,"about_ca_system_score_gemma":0.0001256148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002596964,"about_ca_topic_score_gemma":0.00009823039,"domain_scores_codex":[0.9987282,0.0001507054,0.0002018933,0.0006374099,0.00008767772,0.0001941009],"domain_scores_gemma":[0.9983125,0.00006069655,0.0001698657,0.001269021,0.0001313027,0.00005662938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000007656417,0.00003649375,0.0009043036,0.000158162,0.0001456641,0.00006912479,0.0004286076,0.1127222,0.00009149498,0.8819413,0.003100753,0.0003942917],"study_design_scores_gemma":[0.0001939493,0.00003578183,0.0009417872,0.0004315012,0.00006616283,0.00001797975,0.0001203154,0.8415254,0.0003882099,0.1536084,0.002310974,0.0003594591],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7319995,0.0005291846,0.2309292,0.0003721705,0.01045711,0.0005198405,0.00002480891,0.0003477224,0.02482042],"genre_scores_gemma":[0.9957126,0.00005128633,0.00007863595,0.00005839857,0.00009798598,5.975133e-7,9.966778e-7,0.00001102013,0.003988496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7288032,"threshold_uncertainty_score":0.6103803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0588107978927283,"score_gpt":0.1688907804491717,"score_spread":0.1100799825564434,"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."}}