{"id":"W4384027103","doi":"10.7151/dmgt.2503","title":"Fractional eternal domination: securely distributing resources across a network","year":2023,"lang":"en","type":"article","venue":"Discussiones Mathematicae Graph Theory","topic":"Game Theory and Applications","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Dawson College; Université de Montréal; University of Victoria","funders":"Fonds de recherche du Québec – Nature et technologies; Université de Montréal; Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Mathematics; Combinatorics","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":[0.002989415,0.0007384954,0.001166716,0.001005483,0.001519506,0.002309554,0.001988542,0.0009501445,0.004946798],"category_scores_gemma":[0.01456023,0.0003654851,0.0008398847,0.001279718,0.002702058,0.006826687,0.002694069,0.001577022,0.0003413479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001396918,"about_ca_system_score_gemma":0.000942088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00153608,"about_ca_topic_score_gemma":0.00184288,"domain_scores_codex":[0.9979324,0.0007747302,0.00009437488,0.0003887761,0.0004088729,0.0004008416],"domain_scores_gemma":[0.9872037,0.008716903,0.001202297,0.001734602,0.0005050436,0.000637436],"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":[0.0009787162,0.0001445778,0.004588865,0.0003391762,0.0001637267,0.0005323981,0.0008740602,0.3724981,0.0179257,0.5127099,0.002967841,0.08627695],"study_design_scores_gemma":[0.00005578073,0.0001186031,0.0006398626,0.00003448787,0.00003887777,0.0004012933,0.000253999,0.6150903,0.004566207,0.3747283,0.004038633,0.00003367159],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2789423,0.0004605309,0.7084702,0.000994953,0.00005348563,0.0001612004,0.0002350884,0.0002292354,0.01045295],"genre_scores_gemma":[0.9152907,0.0004830669,0.07823882,0.0001645672,0.00007565278,0.0001466636,0.0001420168,0.0000770749,0.005381524],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004946798,"threshold_uncertainty_score":0.01654869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07314322653004089,"score_gpt":0.3988477076159836,"score_spread":0.3257044810859427,"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."}}