{"id":"W2395108022","doi":"","title":"Toughness and [a, b]-factors in graphs.","year":2012,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Graph Labeling and Dimension Problems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Toughness; Combinatorics; Composite material; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003319425,0.000107843,0.0001297117,0.0001425092,0.00006845501,0.00005339801,0.0002570134,0.00005819198,0.000003514773],"category_scores_gemma":[0.00003044302,0.00009459462,0.00002616907,0.000468217,0.00004085627,0.000492266,0.0001541037,0.000111483,0.00001376623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001201898,"about_ca_system_score_gemma":0.00001262882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007407735,"about_ca_topic_score_gemma":0.000002897966,"domain_scores_codex":[0.9991254,0.00005017709,0.000152317,0.0001996918,0.0001498142,0.0003225911],"domain_scores_gemma":[0.9994102,0.00007681487,0.00003921882,0.0003054165,0.00002693344,0.0001414114],"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":[6.601784e-7,0.00006181267,0.2049508,0.000003802313,0.000002629923,0.000001288699,0.0005617,0.000001053758,0.0001748976,0.7936126,0.000204747,0.0004240449],"study_design_scores_gemma":[0.0004366915,0.000029281,0.117687,0.0000148506,0.000002291833,0.000004202903,0.00003240044,0.0003113656,0.001487928,0.8795124,0.0003266184,0.0001549627],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965525,0.0006993097,0.00003654004,0.0001513027,0.001768583,0.00006699224,2.613556e-7,0.00009457372,0.0006299681],"genre_scores_gemma":[0.9990345,0.00002026712,0.0007942142,0.0001049296,5.668194e-7,0.000005454563,7.653175e-7,0.000006145177,0.00003317216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08726374,"threshold_uncertainty_score":0.3857457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145042326433478,"score_gpt":0.2293328912217096,"score_spread":0.2148286585783618,"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."}}