{"id":"W1998328548","doi":"10.1155/2009/538731","title":"Analytical and Experimental Study Using Output‐Only Modal Testing for On‐Orbit Satellite Appendages","year":2009,"lang":"en","type":"article","venue":"Advances in Acoustics and Vibration","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Space Agency; Concordia University","funders":"","keywords":"Modal; Satellite; Modal testing; Aerospace; Orbit (dynamics); Modal analysis; Engineering; Aerospace engineering; Shock (circulatory); Measure (data warehouse); Computer science; Structural engineering; Finite element method; Materials 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006986357,0.0001037404,0.0001154364,0.00006419836,0.00006858697,0.00003732081,0.00003054573,0.00003872996,2.477198e-7],"category_scores_gemma":[0.00003215137,0.0001013497,0.000006978896,0.00007458057,0.00001674605,0.0002090492,0.000009681158,0.00007722527,6.427538e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004883099,"about_ca_system_score_gemma":0.000005838718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003443495,"about_ca_topic_score_gemma":0.000001236048,"domain_scores_codex":[0.9994658,0.000008294947,0.0001685003,0.0001444378,0.00007312452,0.0001398929],"domain_scores_gemma":[0.9997647,0.0000966632,0.00002336721,0.00006173382,0.00001678855,0.00003672074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000849986,0.0001172715,0.02072298,0.0001412086,0.000008553725,0.000008648746,0.0008561442,0.05746474,0.01200836,0.001235334,0.000006531227,0.9073452],"study_design_scores_gemma":[0.0004714491,0.001191602,0.1185705,0.00009265322,0.00001363399,0.00001128838,0.0004820179,0.872361,0.003956894,0.002594038,0.00003367764,0.0002211961],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825319,0.001014537,0.01579742,0.00001038886,0.0001295876,0.0003394018,0.000003452463,0.0001024122,0.00007088438],"genre_scores_gemma":[0.9619931,0.0001117247,0.0377549,0.00001986889,0.00009978942,0.000006604258,0.000002085652,0.00001052734,0.000001389225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.907124,"threshold_uncertainty_score":0.4132921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03764214933881774,"score_gpt":0.3592066005025263,"score_spread":0.3215644511637086,"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."}}