{"id":"W4405846327","doi":"10.1109/icmra62519.2024.10809112","title":"MagFloor: a Universal Magnetic Levitation Platform for Flexible Manufacturing","year":2024,"lang":"en","type":"article","venue":"","topic":"Magnetic Bearings and Levitation Dynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Magnetic levitation; Levitation; Computer science; Mechanical engineering; Engineering; Magnet","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002562988,0.0006903154,0.0003301439,0.0005896622,0.0002688753,0.0003858195,0.001074441,0.0004947659,0.003586979],"category_scores_gemma":[0.0002694046,0.000198797,0.0002041819,0.00030544,0.000330164,0.0006751501,0.0009406458,0.0003197369,0.001269888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003309898,"about_ca_system_score_gemma":0.0004146427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00059089,"about_ca_topic_score_gemma":0.0008942534,"domain_scores_codex":[0.9997067,0.00002930125,0.00001141762,0.00005126699,0.000148311,0.00005304998],"domain_scores_gemma":[0.999854,0.00001482461,0.00003997514,0.0000279981,0.00003635397,0.00002685102],"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":[0.0003428401,0.00008543079,0.0006531639,0.0007016434,0.0000244503,0.0005908508,0.0001458542,0.0112599,0.7571046,0.01059806,0.008502125,0.209991],"study_design_scores_gemma":[0.0001175433,0.002270955,0.004975667,0.00007370304,0.00003276144,0.001667468,0.00008865333,0.114481,0.6367983,0.002056492,0.237283,0.0001544666],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2141079,0.002300425,0.7255297,0.000336853,0.0003436734,0.0004102185,0.0008793601,0.01530084,0.04079107],"genre_scores_gemma":[0.8267189,0.0005136452,0.1396168,0.0001125276,0.00006420789,0.0002446465,0.0008306144,0.000422393,0.03147626],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003586979,"threshold_uncertainty_score":0.01199961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195560462704954,"score_gpt":0.2170601693341164,"score_spread":0.2051045647070669,"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."}}