{"id":"W4403212258","doi":"10.1109/iceaa61917.2024.10701798","title":"Electromagnetic Vector Sensor Satellite for Detection of Harmful Space Debris","year":2024,"lang":"en","type":"article","venue":"","topic":"Space Satellite Systems and Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada; University of Calgary","funders":"","keywords":"Space debris; Satellite; Remote sensing; Computer science; Debris; Aerospace engineering; Physics; Engineering; Geology; Meteorology","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":[0.00008635339,0.0001224793,0.0001646729,0.0000944932,0.0000161429,0.00004019206,0.00004473776,0.00006742757,0.00005448512],"category_scores_gemma":[0.00001128545,0.000107786,0.0001107893,0.0001741715,0.000009145378,0.00005831128,0.000003741113,0.00006637583,0.00005706831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004216886,"about_ca_system_score_gemma":0.00000965972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005521616,"about_ca_topic_score_gemma":0.00007085675,"domain_scores_codex":[0.9993724,0.00001007152,0.0001748782,0.0001441242,0.00008244283,0.0002161317],"domain_scores_gemma":[0.9996952,0.00008168485,0.00001138738,0.0001306742,0.00003793132,0.00004316102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001287983,0.000003697653,0.00001527286,0.0003858631,0.00007279437,0.000001916227,0.0001062843,0.0001522498,0.9397697,0.0008151287,0.0001737554,0.05849047],"study_design_scores_gemma":[0.0002944046,0.0002423331,0.0006834749,0.00006290196,0.00006353475,0.00001812242,0.0001044777,0.1244057,0.725728,0.0001446382,0.1480248,0.0002274965],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6642439,0.05573529,0.2538176,0.0005856111,0.003270051,0.00192048,0.00004050908,0.002627854,0.0177587],"genre_scores_gemma":[0.9956759,0.0002405274,0.0008560577,0.000007961936,0.000186745,0.0000494066,0.000001994531,0.00004475538,0.00293671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.331432,"threshold_uncertainty_score":0.4395386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004896783559973419,"score_gpt":0.1942087778379992,"score_spread":0.1893119942780258,"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."}}