{"id":"W2503583255","doi":"10.1002/net.21697","title":"On the roots of the node reliability polynomial","year":2016,"lang":"en","type":"article","venue":"Networks","topic":"Graph theory and applications","field":"Mathematics","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Node (physics); Robustness (evolution); Reliability (semiconductor); Mathematics; Graph; Polynomial; Discrete mathematics; Time complexity; Computer science; Combinatorics; Mathematical analysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004001069,0.00005607272,0.00007124217,0.000005411124,0.0001091168,0.00000413465,0.0002625878,0.00005136408,0.0001173742],"category_scores_gemma":[0.0002454186,0.00002059716,0.00008140253,0.00009173997,0.0001352562,0.00001292707,0.00004566007,0.00009501544,0.00001266028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009848398,"about_ca_system_score_gemma":0.000008317102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002536237,"about_ca_topic_score_gemma":0.000008360234,"domain_scores_codex":[0.9994957,0.0001020323,0.0001295455,0.00009093245,0.00007993879,0.0001018017],"domain_scores_gemma":[0.9977008,0.001527467,0.00007799051,0.0006549582,0.00002257511,0.0000162023],"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":[0.00001803108,0.00005179729,0.0005559642,0.000002515475,0.000006774497,2.598341e-8,0.0000296126,0.0000872634,0.0003339634,0.9719217,0.02582679,0.001165587],"study_design_scores_gemma":[0.0001437766,0.00001240557,0.005782986,0.00004940775,0.00001561557,4.714518e-7,0.00001080581,0.0002676566,0.00124481,0.9887306,0.003691463,0.00005000899],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784232,0.00001132565,0.005233396,0.00507373,0.0001728401,0.0002873261,0.000007617045,0.00003009866,0.0107605],"genre_scores_gemma":[0.9990272,0.00000265933,0.0000773771,0.0002040781,0.00009242324,0.00002614621,1.330098e-7,0.000006952686,0.0005630424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02213533,"threshold_uncertainty_score":0.1285166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02047053038089776,"score_gpt":0.2588936726890206,"score_spread":0.2384231423081228,"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."}}