{"id":"W2591798008","doi":"","title":"Firefighting on Geometric Graphs with Density Bounds.","year":2017,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Graph Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Combinatorics","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":[0.001804403,0.001208219,0.001232486,0.001469008,0.001793492,0.002408795,0.003462222,0.001821217,0.01359135],"category_scores_gemma":[0.01616411,0.0006692608,0.0009494039,0.001553956,0.001950116,0.006452081,0.003310838,0.0027957,0.002325874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00264991,"about_ca_system_score_gemma":0.001229389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004693445,"about_ca_topic_score_gemma":0.004024976,"domain_scores_codex":[0.9984266,0.0004639115,0.00004158834,0.0003672398,0.0003364147,0.0003644653],"domain_scores_gemma":[0.9928941,0.00425768,0.0005115229,0.001154572,0.000497326,0.000684684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004031065,0.0002888704,0.001677467,0.0003166872,0.0000910361,0.0001515655,0.0004490401,0.1677897,0.003862304,0.7064401,0.03096007,0.08757009],"study_design_scores_gemma":[0.00005456384,0.00008362423,0.0005515595,0.00007065153,0.00004436161,0.0001637442,0.0001509983,0.4653029,0.002242917,0.5234369,0.007871916,0.00002583233],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1072751,0.002167725,0.8088347,0.002590987,0.0003435323,0.0002497993,0.0006702441,0.001689616,0.07617819],"genre_scores_gemma":[0.7819553,0.001735221,0.1772707,0.0007324896,0.0004146456,0.0002876926,0.0009700062,0.0005366568,0.03609732],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01359135,"threshold_uncertainty_score":0.04546762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236816231448885,"score_gpt":0.2283409469996578,"score_spread":0.215972784685169,"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."}}