{"id":"W7106241308","doi":"10.1016/j.tcs.2025.115658","title":"Distance-restricted firefighting on finite graphs","year":2025,"lang":"en","type":"article","venue":"Theoretical Computer Science","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Toronto Metropolitan University; Verafin (Canada); University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Neighbourhood (mathematics); Firefighting; Vertex (graph theory); Graph; Rest (music); Integer (computer science)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001748782,0.0008661333,0.001156377,0.0006997932,0.0006872909,0.001977545,0.002663754,0.001305688,0.003182375],"category_scores_gemma":[0.01303067,0.0006518579,0.0009409837,0.001030207,0.002983751,0.006222012,0.001923467,0.002280573,0.0002894626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002692645,"about_ca_system_score_gemma":0.0008288797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0038149,"about_ca_topic_score_gemma":0.00374097,"domain_scores_codex":[0.9983557,0.0006209264,0.0000937026,0.0003984034,0.0002666743,0.0002645438],"domain_scores_gemma":[0.9859282,0.01120215,0.0009648182,0.0009201729,0.0003184357,0.0006662764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000506313,0.0001654283,0.002122664,0.0002787813,0.00006783883,0.0003273918,0.0006208413,0.7344872,0.003429074,0.2385675,0.002044656,0.0173823],"study_design_scores_gemma":[0.0000591486,0.00006352737,0.0003867399,0.00002231301,0.00001845067,0.0001584488,0.0001422677,0.598524,0.001396699,0.3980867,0.001118909,0.00002282235],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4501226,0.0006219661,0.5351629,0.001307715,0.00004045851,0.0001723761,0.0007930686,0.0005075696,0.01127141],"genre_scores_gemma":[0.9373409,0.0003850929,0.05716479,0.0001719462,0.00005194106,0.0001106147,0.0005224575,0.00008791002,0.00416438],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0038149,"threshold_uncertainty_score":0.01953655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305911686959152,"score_gpt":0.2911117396784353,"score_spread":0.2780526228088438,"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."}}