{"id":"W4306966011","doi":"10.1002/adbi.202200210","title":"Flagellar Propulsion of Sperm Cells Against a Time‐Periodic Interaction Force","year":2022,"lang":"en","type":"article","venue":"Advanced Biology","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"China Scholarship Council; Fundación Bancaria Caixa d'Estalvis i Pensions de Barcelona; European Commission","keywords":"Propulsion; Sperm; Aerospace engineering; Aeronautics; Physics; Cell biology; Biology; Computer science; Engineering; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000530526,0.00008728788,0.0001570982,0.00004418383,0.0001051173,0.000002771047,0.0001070229,0.00002076848,0.0008078747],"category_scores_gemma":[0.000001870681,0.00007988136,0.00006666832,0.00009600111,0.0000359875,0.00003848253,0.0001072672,0.0001244328,0.00004507734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002530803,"about_ca_system_score_gemma":0.00002251447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001102502,"about_ca_topic_score_gemma":4.346668e-7,"domain_scores_codex":[0.9994133,0.00005368737,0.0001748648,0.0001672282,0.00003832862,0.0001525803],"domain_scores_gemma":[0.9996558,0.00002201052,0.0001295073,0.0001444806,0.00002426524,0.00002389068],"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":[0.0000447042,0.00006822756,0.0006067698,0.000004923408,0.00001131241,5.769342e-7,0.00009587499,0.003465932,0.9734594,0.0003188766,0.0001510532,0.02177239],"study_design_scores_gemma":[0.0009857031,0.0005487902,0.0000655027,0.00001427603,0.00002190738,0.00000225402,0.0005668381,0.002310208,0.8706304,0.002127931,0.1224629,0.000263267],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947696,0.00007317486,0.001889983,0.0000334678,0.0003757032,0.0001840338,0.00006529606,0.00001555425,0.002593159],"genre_scores_gemma":[0.9972255,0.000009293193,0.0012569,0.00005601071,0.00005571893,0.00001567676,0.0001871592,0.000009936619,0.001183871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1223119,"threshold_uncertainty_score":0.8845662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004768636075762185,"score_gpt":0.2335963825686845,"score_spread":0.2288277464929223,"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."}}