{"id":"W3204335953","doi":"10.1109/icdcs51616.2021.00098","title":"Black Hole Search in Dynamic Rings","year":2021,"lang":"en","type":"article","venue":"","topic":"Optimization and Search Problems","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Computer science","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":[0.0001938685,0.00003981094,0.00005452118,0.00007014102,0.00002488398,0.0001303345,0.0002890343,0.00002267252,0.0002311418],"category_scores_gemma":[0.000018442,0.0000377014,0.00001709977,0.0005521946,0.00002131914,0.0002316872,0.0002498248,0.00009779129,0.0002935237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002785029,"about_ca_system_score_gemma":0.00009519567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000239034,"about_ca_topic_score_gemma":0.00009361992,"domain_scores_codex":[0.9993027,0.00005139702,0.00009087539,0.0002022367,0.0001673851,0.0001853574],"domain_scores_gemma":[0.9995934,0.0000262803,0.00000641644,0.0002480098,0.00006978011,0.00005613488],"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":[0.000004390809,0.0004782703,0.00663105,0.00007615738,0.0000171559,0.0003797262,0.006958134,0.2923546,0.006812232,0.6124529,0.003326415,0.07050896],"study_design_scores_gemma":[0.000188406,0.00001012814,0.002300507,0.000006349547,1.227514e-7,0.000001773864,0.0000656403,0.9942485,0.001181288,0.0008221832,0.001116553,0.00005853857],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02905865,0.00002869477,0.9031233,0.006138959,0.00005687549,0.00007908496,2.91026e-7,0.0001025451,0.06141157],"genre_scores_gemma":[0.8630356,0.0000556197,0.1113534,0.0008602103,0.000005750843,0.00000359826,0.000002785705,0.000004996885,0.02467811],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8339769,"threshold_uncertainty_score":0.3772751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02131212201820317,"score_gpt":0.2878654633675194,"score_spread":0.2665533413493163,"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."}}