{"id":"W3127561492","doi":"10.1016/j.cub.2020.12.025","title":"Snaps of a tiny amphipod push the boundary of ultrafast, repeatable movement","year":2021,"lang":"en","type":"letter","venue":"Current Biology","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Army Research Office; Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Movement (music); Boundary (topology); Ultrashort pulse; Physics; Optics; Acoustics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000146859,0.0002545032,0.0005722709,0.00006154746,0.00006283935,0.00001244261,0.0004094043,0.00019434,0.0007489622],"category_scores_gemma":[0.000007945931,0.0001772991,0.0002895304,0.0001293069,0.0002600294,0.00001654231,0.000179129,0.0008026516,0.00001174736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000188727,"about_ca_system_score_gemma":0.0002482222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001010798,"about_ca_topic_score_gemma":0.000001883262,"domain_scores_codex":[0.9985461,0.0001253521,0.0005309973,0.0003447131,0.0001082793,0.000344618],"domain_scores_gemma":[0.9985909,0.0001381104,0.0005035371,0.0006134784,0.0001295902,0.00002435022],"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":[0.00001112179,0.0002376884,0.00669521,0.0003441645,0.0004427054,0.000002865933,0.0001975488,0.0000102124,0.007551656,0.004051717,0.9687901,0.01166499],"study_design_scores_gemma":[0.0002831236,0.00006336201,0.00008361456,0.000144128,0.0001110808,9.089837e-7,0.00004713529,0.000004887944,0.009964396,0.00333876,0.9857715,0.0001871059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2657101,0.1109607,0.02437647,0.4636544,0.04703366,0.007626237,0.02882621,0.0002179865,0.05159428],"genre_scores_gemma":[0.5177643,0.004900782,0.002414844,0.2633212,0.07507659,0.000734794,0.1100933,0.0006993256,0.02499489],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2520542,"threshold_uncertainty_score":0.8200611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02475117175628186,"score_gpt":0.2701514377026956,"score_spread":0.2454002659464138,"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."}}