{"id":"W7046566238","doi":"","title":"Design of reconfigurable manipulation assist aids by fourier methods","year":2000,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Bibliographical Society of Canada","funders":"McGill University","keywords":"Noise (video); Automation; Control (management); Order (exchange)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001271784,0.0007260132,0.001024576,0.0004118858,0.0006243542,0.0000570184,0.0006364089,0.0008453205,0.00323777],"category_scores_gemma":[0.0001225615,0.0007945378,0.0003738163,0.0005996902,0.00007420479,0.0005397566,0.0000322246,0.001445845,0.0001935689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001891834,"about_ca_system_score_gemma":0.00007117007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001330034,"about_ca_topic_score_gemma":0.00003888736,"domain_scores_codex":[0.9961621,0.0007446385,0.00107597,0.0009905579,0.000405999,0.0006207923],"domain_scores_gemma":[0.997529,0.0003991182,0.0007068319,0.000907183,0.0002916924,0.0001661232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009432556,0.0002697011,0.000214406,0.0001297792,0.0005927017,0.000003779349,0.00001316916,0.0001098293,0.1501801,0.06897079,0.00002593933,0.7793955],"study_design_scores_gemma":[0.001110247,0.0002905615,0.0001237203,0.0003823907,0.0006181128,0.000008297783,0.002428223,0.0001311972,0.8428729,0.1173646,0.03324429,0.001425447],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.875067,0.0003411681,0.00009855107,0.00001019406,0.001059573,0.000714811,0.0006553595,0.0002917437,0.1217616],"genre_scores_gemma":[0.966613,0.00002765728,0.01972905,0.00003373414,0.0000633559,0.0001711377,0.002181855,0.0002059719,0.01097422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7779701,"threshold_uncertainty_score":0.9994506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03129179484823723,"score_gpt":0.2915110255248751,"score_spread":0.2602192306766378,"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."}}