{"id":"W2015784652","doi":"10.1016/j.disc.2009.05.007","title":"The firefighter problem for cubic graphs","year":2009,"lang":"en","type":"article","venue":"Discrete Mathematics","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; McGill University","funders":"","keywords":"Combinatorics; Mathematics; Degree (music); Vertex (graph theory); Graph; Discrete mathematics; Time complexity","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006186267,0.0001457218,0.0001508418,0.00006017521,0.0004187474,0.0002778163,0.001348242,0.00004048465,0.000003397259],"category_scores_gemma":[0.0001041131,0.00008537164,0.0001351101,0.0003386685,0.00008937671,0.0002756295,0.0001168925,0.0001197088,0.00003283622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001722045,"about_ca_system_score_gemma":0.00002407058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.238059e-7,"about_ca_topic_score_gemma":0.000001134349,"domain_scores_codex":[0.9986776,0.00003693622,0.0002674632,0.0002486935,0.0003160122,0.0004533245],"domain_scores_gemma":[0.9983681,0.0004934914,0.00009896515,0.0008590772,0.00009779296,0.00008261474],"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":[0.000004677758,0.00002867802,0.000003096872,0.00002264292,0.00000970855,0.000001229937,0.0006008496,0.000009558716,0.0002980157,0.9825491,0.0008498476,0.01562258],"study_design_scores_gemma":[0.0001755774,0.0001232055,0.00002582059,0.00002487397,0.000004217182,0.000006999899,0.00005174961,0.02291315,0.001337574,0.9686967,0.006509933,0.00013025],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002005876,0.0002221635,0.9857669,0.003600636,0.00007985926,0.0007952986,0.000005288457,0.0001827763,0.007341169],"genre_scores_gemma":[0.2249838,0.00007622429,0.7705658,0.0004803296,0.00006694678,0.0002448951,0.000005678702,0.00003463308,0.003541719],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2229779,"threshold_uncertainty_score":0.3481354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02183635650630993,"score_gpt":0.3053847981573722,"score_spread":0.2835484416510623,"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."}}