{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001423034,0.0007918737,0.0009828021,0.002672818,0.004030418,0.004902976,0.001698282,0.001911935,0.01726435],"category_scores_gemma":[0.008688561,0.0008837975,0.001137013,0.003096937,0.005151545,0.01076275,0.003076678,0.003362086,0.001702543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002048713,"about_ca_system_score_gemma":0.000915732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004740545,"about_ca_topic_score_gemma":0.004174357,"domain_scores_codex":[0.9980921,0.0005625327,0.0001082848,0.0004992402,0.0003155748,0.0004222644],"domain_scores_gemma":[0.990851,0.005527084,0.0009089996,0.0009505498,0.00051889,0.001243409],"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":[0.00007528927,0.00003299934,0.0006852332,0.00005688869,0.000012921,0.00005789686,0.0003344993,0.0011378,0.0005540856,0.9858814,0.004300755,0.006870071],"study_design_scores_gemma":[0.0000137814,0.00000878368,0.0004104445,0.00002555204,0.00001042621,0.0001068446,0.0002216614,0.00301464,0.0002861385,0.9910239,0.004862275,0.00001557933],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5317949,0.004279052,0.2486505,0.009943079,0.0006723905,0.000138544,0.002345982,0.001054762,0.2011209],"genre_scores_gemma":[0.9322949,0.001086115,0.03839621,0.0008599795,0.0004427162,0.0001478788,0.001025159,0.0002600317,0.025487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01726435,"threshold_uncertainty_score":0.05775493,"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."}}