{"id":"W2883707127","doi":"10.5539/mer.v8n2p1","title":"Influence of Similarity Law on Movement Characteristics of Vibration Actuator","year":2018,"lang":"en","type":"article","venue":"Mechanical Engineering Research","topic":"Soft Robotics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Actuator; Climb; Rotary actuator; Vibration; Ceiling (cloud); Control theory (sociology); Engineering; Mechanical engineering; Structural engineering; Acoustics; Computer science; Electrical engineering; Physics; Aerospace engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003776563,0.00008250488,0.0001473431,0.00008960609,0.00003577054,0.00001111798,0.0001890552,0.00007722915,0.00002480691],"category_scores_gemma":[0.0002032929,0.00008370238,0.00002955133,0.0002825669,0.00005400152,0.00004195144,0.00005579646,0.0002288045,0.00001879915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004719017,"about_ca_system_score_gemma":0.00001362849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001768091,"about_ca_topic_score_gemma":0.000002583187,"domain_scores_codex":[0.9990494,0.00001173569,0.0002528208,0.0001201258,0.00035349,0.00021248],"domain_scores_gemma":[0.9992046,0.0001934871,0.000019978,0.0002979095,0.0002088834,0.00007509381],"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":[0.00001002975,0.00006934618,0.00001611285,0.0001405593,0.00002212687,5.465965e-7,0.00005528242,0.07915689,0.7091788,0.2107306,0.00004780218,0.0005718929],"study_design_scores_gemma":[0.0001270227,0.0002142713,0.003953215,0.00008583628,0.000004322579,2.14653e-7,0.000005371984,0.3184332,0.675208,0.001263744,0.0006022282,0.0001025222],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970233,0.000005760405,0.02909355,0.0000553927,0.00005727486,0.0001826802,0.0000216584,0.00008063705,0.0002700633],"genre_scores_gemma":[0.9975395,0.00001227038,0.002295649,0.00001897604,0.00007552333,0.00002643065,0.000004839873,0.00002098256,0.000005863616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2392763,"threshold_uncertainty_score":0.3413284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03098237419241949,"score_gpt":0.3023596445812947,"score_spread":0.2713772703888752,"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."}}