{"id":"W6886097382","doi":"10.14288/1.0351898","title":"Filter building","year":2016,"lang":"en","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Filter (signal processing); Mill; Digital filter; Control system; Welding","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001833909,0.0004858199,0.0002130305,0.001175593,0.004630413,0.001409982,0.0006984846,0.0007045842,0.4828025],"category_scores_gemma":[0.0002982907,0.0002931659,0.0002903493,0.0009911191,0.000477402,0.0009647273,0.001368832,0.001022608,0.2048075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146797,"about_ca_system_score_gemma":0.001640681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02460419,"about_ca_topic_score_gemma":0.1007871,"domain_scores_codex":[0.9998187,0.000007794324,0.000003386138,0.00004206036,0.00008909768,0.00003898274],"domain_scores_gemma":[0.9997566,0.00001352087,0.000006274507,0.0000468103,0.00009372721,0.00008301673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000116027,0.00009663127,0.001727969,0.0001147669,0.000004138938,0.0005983963,0.0009101728,0.0002433182,0.007460478,0.009055499,0.8543295,0.1253431],"study_design_scores_gemma":[0.000003622657,0.00001288134,0.002842736,0.00001924524,0.000001767348,0.0001009167,0.0003513182,0.00006540797,0.0008579135,0.0002022909,0.9955376,0.000004385664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009539123,0.0002061946,0.003264353,0.0004673352,0.0005143284,0.0002346236,0.005507511,0.001563315,0.9787033],"genre_scores_gemma":[0.01595401,0.0001274881,0.002497393,0.00008808512,0.00006832236,0.0000647846,0.002842375,0.0005335893,0.977824],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5171975,"threshold_uncertainty_score":0.7377195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02719718526781958,"score_gpt":0.3166042041906625,"score_spread":0.2894070189228429,"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."}}