{"id":"W2044310774","doi":"10.1016/j.actaastro.2012.12.012","title":"A hybrid attitude controller consisting of electromagnetic torque rods and an active fluid ring","year":2013,"lang":"en","type":"article","venue":"Acta Astronautica","topic":"Space Satellite Systems and Control","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Torque; Control theory (sociology); Actuator; Coupling (piping); Rod; Controller (irrigation); Damping torque; Attitude control; Direct torque control; Engineering; Physics; Computer science; Control engineering; Mechanical engineering; Control (management)","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":[0.00009951559,0.0001926703,0.0003473808,0.0000647398,0.00004811912,0.00004940987,0.0001052425,0.00005136713,0.0001185133],"category_scores_gemma":[0.00003788902,0.0001833761,0.00004745024,0.00005186135,0.00006286136,0.0002180295,0.00002611334,0.0001450383,0.0000146992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003955138,"about_ca_system_score_gemma":0.00001883676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001112808,"about_ca_topic_score_gemma":0.0000168128,"domain_scores_codex":[0.9989748,0.00004168024,0.0002673246,0.0002073671,0.0001316139,0.0003772223],"domain_scores_gemma":[0.9994411,0.0001041005,0.00005069858,0.0002103193,0.00006645908,0.0001272836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003647067,0.00003760658,0.001190548,0.00007587985,0.0002122529,0.000003411195,0.000301043,0.0001751771,0.9421875,0.0007490049,0.0001599534,0.05487117],"study_design_scores_gemma":[0.008717598,0.002136702,0.3086424,0.0003837187,0.0004214081,0.0001312878,0.001405288,0.513543,0.1535005,0.0009524609,0.008441448,0.001724246],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945245,0.0006193584,0.0005810667,0.00008738957,0.00008262244,0.000393295,0.00000926849,0.0001227882,0.003579698],"genre_scores_gemma":[0.9985924,0.00001849594,0.001093958,0.00002481749,0.0001050352,0.00005754124,0.000003946509,0.0000345251,0.00006926496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7886871,"threshold_uncertainty_score":0.7477862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004557335237154079,"score_gpt":0.1999621113814565,"score_spread":0.1954047761443024,"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."}}