{"id":"W4402260824","doi":"10.23919/acc60939.2024.10644878","title":"Solar-Drag Spacecraft Formation Control with Particle Swarm Optimization-Based Guardian Maps","year":2024,"lang":"en","type":"article","venue":"","topic":"Spacecraft Dynamics and Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Spacecraft; Guardian; Drag; Particle swarm optimization; Aerospace engineering; Swarm behaviour; Computer science; Physics; Control theory (sociology); Control (management); Engineering; Artificial intelligence; Algorithm","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":[0.00010291,0.0001639722,0.0001489749,0.00008011989,0.0000552016,0.0002184985,0.00007423214,0.00006345264,0.000148798],"category_scores_gemma":[0.000006764113,0.0001326759,0.00006340678,0.0002360422,0.00001758711,0.0002971193,0.000004589569,0.0001137458,0.0001089939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008027533,"about_ca_system_score_gemma":0.00003709683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002099353,"about_ca_topic_score_gemma":0.0001196553,"domain_scores_codex":[0.9992234,0.0000137716,0.000165702,0.0001488199,0.0001641543,0.0002842077],"domain_scores_gemma":[0.9995919,0.00005958944,0.00001265996,0.0001905884,0.0000456692,0.00009958848],"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":[0.00001691758,0.000009788409,0.0002334219,0.00005854851,0.00006444952,0.00001463949,0.00007784376,0.9957156,0.0008431379,0.001005573,0.0009524309,0.001007713],"study_design_scores_gemma":[0.0009467026,0.00005062027,0.00004753669,0.00004209869,0.00005033275,0.000005308093,0.00006673866,0.9938202,0.001135932,0.00005004238,0.003581901,0.0002026228],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003756358,0.0003054392,0.988012,0.001691097,0.0002073378,0.0002956371,0.00002651515,0.0009302096,0.004775385],"genre_scores_gemma":[0.9955629,0.00001429074,0.003606482,0.0002429355,0.00007313763,0.00007975713,0.00003368426,0.00005080307,0.000336076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9918064,"threshold_uncertainty_score":0.5410365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002502685516408411,"score_gpt":0.16471293745529,"score_spread":0.1622102519388816,"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."}}