{"id":"W1969426988","doi":"10.4028/www.scientific.net/amr.945-949.1465","title":"Design of a VCM Actuator Using Halbach Magnet Array for Active Vibration Isolation System","year":2014,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Maglev; Halbach array; Vibration isolation; Actuator; Voice coil; Payload (computing); Magnet; Control theory (sociology); Engineering; Electromagnetic coil; Vibration; Isolator; Computer science; Acoustics; Mechanical engineering; Electrical engineering; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001640302,0.0003107906,0.0002913695,0.0002563909,0.0003224688,0.0003080422,0.0005707415,0.0004316122,0.001354282],"category_scores_gemma":[0.0001512306,0.0002009819,0.0002137006,0.00009253665,0.0002036424,0.000302313,0.000230488,0.0002147096,0.000428498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003525067,"about_ca_system_score_gemma":0.0003986409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003926492,"about_ca_topic_score_gemma":0.0005809856,"domain_scores_codex":[0.9997675,0.00002754995,0.00001421177,0.00005771318,0.000110853,0.00002227738],"domain_scores_gemma":[0.9998524,0.00002225982,0.00003685041,0.00001031742,0.00005923578,0.00001897316],"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":[0.0001189433,0.00004215991,0.001142294,0.0004011359,0.00003165766,0.0002454998,0.0001259617,0.01213722,0.9325876,0.003086595,0.001061539,0.04901936],"study_design_scores_gemma":[0.0001112298,0.001829054,0.006423899,0.00008806639,0.00008699939,0.001250456,0.0001840162,0.3357813,0.6009709,0.001107048,0.05207356,0.00009342863],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1549018,0.001539711,0.8265754,0.0005468117,0.000352413,0.0002430126,0.000113276,0.001244497,0.014483],"genre_scores_gemma":[0.8375475,0.0003771903,0.15506,0.00009210069,0.00006638118,0.0001918078,0.00007317407,0.00002738198,0.006564362],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001354282,"threshold_uncertainty_score":0.004530489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04878916957578841,"score_gpt":0.3176471202769253,"score_spread":0.2688579507011369,"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."}}