{"id":"W2060516273","doi":"10.1115/detc2005-84026","title":"Analytical Modeling and Analysis for Scratch Drive Actuator","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Scratch; Actuator; Computer science; Control engineering; Engineering; Artificial intelligence; Programming language","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":[0.0001986079,0.0004354751,0.0005141248,0.0004649344,0.0003449035,0.0006768868,0.0008698878,0.0009221587,0.002263131],"category_scores_gemma":[0.000575754,0.0002941829,0.0005271093,0.0002786966,0.0004219092,0.0008439248,0.0004292836,0.0004395812,0.0007132412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006249227,"about_ca_system_score_gemma":0.0005383837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002734366,"about_ca_topic_score_gemma":0.001411801,"domain_scores_codex":[0.9998148,0.00001975569,0.000007000333,0.00002405723,0.0001167534,0.00001755093],"domain_scores_gemma":[0.9998825,0.00003364803,0.00001733711,0.00001367146,0.00004685764,0.000006130298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004671695,0.00003659223,0.0004534403,0.0002556388,0.00002485867,0.000444911,0.0002136303,0.8664079,0.04178864,0.06804403,0.001786825,0.02049682],"study_design_scores_gemma":[0.000002106371,0.00001120366,0.00006410856,0.000004087705,0.000002635886,0.0000366185,0.000009879996,0.9951417,0.0009252794,0.00199116,0.001806908,0.000004165379],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03391512,0.001596621,0.9276396,0.0004672588,0.0001348309,0.00008972137,0.000154507,0.0005138417,0.0354885],"genre_scores_gemma":[0.8979888,0.003109904,0.06591237,0.000172354,0.0001100285,0.0003652185,0.0002340575,0.0001207075,0.03198653],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002734366,"threshold_uncertainty_score":0.007570922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127402076878802,"score_gpt":0.2454353934104114,"score_spread":0.2326951857225312,"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."}}