{"id":"W7070774782","doi":"","title":"Reducing noise and eliminating ground loops in triple axis servo motor controllers","year":2003,"lang":"en","type":"other","venue":"NPARC","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Noise (video); Amplifier; Controller (irrigation); Control theory (sociology); Servomotor; Isolation (microbiology); Motor controller; SIGNAL (programming language)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001115788,0.0007665502,0.0005386355,0.0008309488,0.0004646124,0.001448895,0.001776811,0.0007339686,0.001991558],"category_scores_gemma":[0.003492718,0.0004315048,0.0003130746,0.0004670245,0.0006493977,0.001200637,0.001047264,0.0008678102,0.0008257185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005342003,"about_ca_system_score_gemma":0.0004425801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000762872,"about_ca_topic_score_gemma":0.001178638,"domain_scores_codex":[0.9978943,0.0002411609,0.0001189903,0.0003305295,0.001203329,0.0002115996],"domain_scores_gemma":[0.9973429,0.0009002325,0.0003553624,0.0004879509,0.0008099277,0.0001036338],"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":[0.000392349,0.000203836,0.002680822,0.0001793821,0.00003254889,0.0003565312,0.0006744354,0.006126719,0.7928394,0.004268779,0.001092913,0.1911523],"study_design_scores_gemma":[0.00002245372,0.0006038901,0.002245591,0.00001789563,0.00003410039,0.0004282141,0.00009206367,0.01591692,0.9701079,0.0007828271,0.009717694,0.00003046036],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2455259,0.0004463856,0.7433372,0.0002917492,0.0001627042,0.0001623356,0.00007464158,0.005401692,0.004597489],"genre_scores_gemma":[0.56976,0.0002794285,0.4180965,0.0002245188,0.00004163558,0.0001049167,0.0002226423,0.0008188565,0.0104515],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001991558,"threshold_uncertainty_score":0.006662488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005912986963827881,"score_gpt":0.2387636548081823,"score_spread":0.2328506678443545,"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."}}