{"id":"W2073076713","doi":"10.1016/j.tcs.2008.03.006","title":"Self-deployment of mobile sensors on a ring","year":2008,"lang":"en","type":"article","venue":"Theoretical Computer Science","topic":"Optimization and Search Problems","field":"Computer Science","cited_by":88,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Software deployment; Ring (chemistry); Computer science; Visibility; Mathematical proof; Simple (philosophy); Impossibility; RADIUS; Coordinate system; Cover (algebra); Distributed computing; Topology (electrical circuits); Mathematics; Geometry; Physics; Computer network; Combinatorics; Artificial intelligence; Engineering","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":[0.000827266,0.000120374,0.0001676952,0.0002017551,0.0003042694,0.00008155328,0.001506101,0.00002912575,0.00003038116],"category_scores_gemma":[0.00003344947,0.00009631783,0.00005180355,0.0009972791,0.001375493,0.0003305872,0.0006183593,0.0001356453,0.00007775616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004683021,"about_ca_system_score_gemma":0.000126901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001256333,"about_ca_topic_score_gemma":3.888028e-8,"domain_scores_codex":[0.99793,0.00009303863,0.0002522299,0.0004818307,0.0008384661,0.0004043714],"domain_scores_gemma":[0.9987146,0.000165736,0.00005931695,0.0006478276,0.0001856798,0.0002268607],"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":[0.000003644845,0.0001481302,0.00004103337,0.000007289464,0.000002893008,0.00001304952,0.001294778,0.01100982,0.000206,0.9836702,0.00002653786,0.003576645],"study_design_scores_gemma":[0.0002267483,0.0005055055,0.000208142,0.00001980897,0.000001053321,0.00003824082,0.000004222444,0.9801518,0.01137175,0.007135409,0.0002020078,0.0001352763],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09802427,0.000009383612,0.8933218,0.0002935956,0.0002199932,0.000233534,4.861388e-7,0.0002909403,0.007605962],"genre_scores_gemma":[0.7541283,0.00001526328,0.2455995,0.0002077318,0.00002451021,0.000006919143,1.036791e-7,0.000004564088,0.00001305752],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9765348,"threshold_uncertainty_score":0.5068062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01555006412774927,"score_gpt":0.2578851609787024,"score_spread":0.2423350968509531,"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."}}