{"id":"W2091675867","doi":"10.1007/s00373-010-0886-0","title":"A Magnetic Procedure for the Stability Number","year":2009,"lang":"en","type":"article","venue":"Graphs and Combinatorics","topic":"Matrix Theory and Algorithms","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal; Group for Research in Decision Analysis","funders":"","keywords":"Combinatorics; Mathematics; Vertex (graph theory); Graph; Stability (learning theory); Discrete mathematics; Computer science","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":[0.00135203,0.0008661143,0.0007011964,0.003418223,0.003069516,0.002059734,0.00200291,0.001345102,0.01559814],"category_scores_gemma":[0.005467876,0.0004679546,0.000785737,0.001336559,0.003715831,0.004382025,0.002564399,0.003002752,0.003585684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205538,"about_ca_system_score_gemma":0.0007522043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006714832,"about_ca_topic_score_gemma":0.0009111072,"domain_scores_codex":[0.9991716,0.0002311567,0.00005314724,0.0002095671,0.0002527035,0.00008182874],"domain_scores_gemma":[0.9985146,0.0006010991,0.0000799936,0.0003176121,0.0003721234,0.0001146413],"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":[0.00005501889,0.00002267947,0.00006617048,0.00005780217,0.000006366493,0.00003469505,0.0001395945,0.0005097746,0.003639321,0.9659092,0.004077882,0.02548146],"study_design_scores_gemma":[0.00002910664,0.00004830898,0.0001855516,0.00003207345,0.00002473252,0.0001844781,0.0001003002,0.01073188,0.008605755,0.9471141,0.03289419,0.00004959746],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01607934,0.0004771305,0.8636667,0.002064412,0.001703515,0.0001480991,0.0002085511,0.0009789452,0.1146733],"genre_scores_gemma":[0.4756205,0.0007466446,0.4257773,0.001859139,0.001914444,0.000774337,0.000292734,0.002053366,0.09096158],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01559814,"threshold_uncertainty_score":0.05218101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106077193353564,"score_gpt":0.2269015478680244,"score_spread":0.216293828532668,"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."}}