{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001466081,0.0004717255,0.0007712936,0.000488361,0.000723029,0.001071065,0.001172176,0.000977701,0.003159428],"category_scores_gemma":[0.007314,0.0003216582,0.0005858755,0.0004996746,0.001506129,0.003262761,0.001847876,0.001067721,0.0003324768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006602949,"about_ca_system_score_gemma":0.0005622449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000765414,"about_ca_topic_score_gemma":0.0006554477,"domain_scores_codex":[0.9990607,0.0004173648,0.00003175636,0.000194155,0.0001515263,0.0001444673],"domain_scores_gemma":[0.9958948,0.003032609,0.0004197389,0.0003047943,0.0001565176,0.0001915997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002888005,0.00008133532,0.000813211,0.0001494907,0.00005477787,0.0001806891,0.0002028025,0.628029,0.003095144,0.3415691,0.001784148,0.02375139],"study_design_scores_gemma":[0.00003768189,0.00008371261,0.0001371332,0.00001841686,0.00001300097,0.00009083054,0.00007795629,0.8687238,0.001240723,0.127004,0.002560579,0.00001212307],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08568375,0.0006827155,0.9044741,0.0006890768,0.0000700247,0.00008197716,0.00008088992,0.0001740352,0.008063568],"genre_scores_gemma":[0.7938417,0.0008532151,0.1983059,0.0002063003,0.00008140834,0.0001440829,0.0001174154,0.00007487539,0.006375078],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003159428,"threshold_uncertainty_score":0.01056933,"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."}}