{"id":"W25916205","doi":"10.1007/s13277-015-3292-7","title":"The Linear 2-Arboricity of Outerplanar Graphs.","year":2004,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arboricity; Mathematics; Dense graph; Outerplanar graph; Pathwidth; 1-planar graph; Combinatorics; Chordal graph; Graph; Planar graph; Line graph","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":[0.0005821525,0.0001185568,0.0001521281,0.00009221951,0.0002544064,0.00004529612,0.001685856,0.00004985441,0.000001619016],"category_scores_gemma":[0.0001300617,0.00008591021,0.0000908035,0.0008406206,0.0002184481,0.0002732753,0.0003102238,0.0002247229,0.00003229714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004332358,"about_ca_system_score_gemma":0.00008641111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003239125,"about_ca_topic_score_gemma":0.000005476414,"domain_scores_codex":[0.9986118,0.00009334573,0.0002320683,0.000264831,0.0004400444,0.0003579186],"domain_scores_gemma":[0.9984342,0.0002667393,0.00009857754,0.0009390942,0.0001637924,0.00009763031],"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":[0.00001057247,0.00006320034,0.0005713545,0.000004473505,0.00001566424,0.000009252714,0.0001593453,0.00007795762,0.0003295502,0.9969583,0.00007630678,0.001724085],"study_design_scores_gemma":[0.0005391344,0.0001363624,0.001276819,0.00001069886,0.000002123115,0.000004606452,0.00001600725,0.0003065355,0.009063171,0.9874137,0.001132117,0.00009873504],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453747,0.0008301553,0.04370829,0.002628909,0.003255166,0.0005139912,0.000005292692,0.0003078423,0.003375701],"genre_scores_gemma":[0.9957355,0.00007242169,0.004044161,0.00006049695,0.000004207126,0.00001153549,5.989385e-7,0.000009513205,0.00006162628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05036079,"threshold_uncertainty_score":0.3503317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01367772610351825,"score_gpt":0.2760183429148848,"score_spread":0.2623406168113665,"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."}}