{"id":"W7116654097","doi":"10.1016/j.disc.2025.114959","title":"New results in vertex sedentariness","year":2025,"lang":"en","type":"article","venue":"Discrete Mathematics","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Manitoba","keywords":"Vertex (graph theory); Bipartite graph; Graph; Neighbourhood (mathematics); Laplace operator","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":[],"consensus_categories":[],"category_scores_codex":[0.000216361,0.000128044,0.0001825117,0.0001452514,0.00005585511,0.0001386766,0.0007876323,0.00004341536,0.000004214356],"category_scores_gemma":[0.00008933125,0.0001055653,0.00005152044,0.0005917909,0.00001490635,0.00008860178,0.0003794898,0.000153501,0.00002136402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002685598,"about_ca_system_score_gemma":0.00008892934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008837949,"about_ca_topic_score_gemma":0.00003856545,"domain_scores_codex":[0.999002,0.00002256307,0.0003105283,0.0002700016,0.0001667649,0.0002280913],"domain_scores_gemma":[0.9991542,0.000156431,0.00006166117,0.0005552178,0.00001927193,0.00005329721],"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":[0.00001875064,0.0001899793,0.0004133245,0.0002686848,0.00005043663,0.00009131635,0.01042088,0.006956001,0.0002158936,0.7627804,0.01655858,0.2020357],"study_design_scores_gemma":[0.0007301514,0.00002286239,0.0014864,0.0002824333,0.000004562378,0.000008242699,0.00006981803,0.8376032,0.0004477722,0.1564856,0.002681311,0.0001776383],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02666774,0.00006059802,0.9519942,0.003095783,0.0004811951,0.0001501837,0.000002492012,0.0001663548,0.01738146],"genre_scores_gemma":[0.3640793,0.00000739552,0.6295307,0.0004945484,0.00006617759,0.000006572095,0.000006486135,0.00001499924,0.005793886],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8306472,"threshold_uncertainty_score":0.4304826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008692868903677434,"score_gpt":0.2550048605322539,"score_spread":0.2463119916285765,"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."}}