{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005925989,0.0001390589,0.0001010837,0.0001228929,0.0001437648,0.0001745477,0.0001521544,0.0001474395,0.0007692919],"category_scores_gemma":[0.0001303535,0.00007959115,0.0001022341,0.00008919007,0.0002013506,0.0001174398,0.0002024058,0.0001174042,0.0001336403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001278845,"about_ca_system_score_gemma":0.0001425395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004412943,"about_ca_topic_score_gemma":0.0002805063,"domain_scores_codex":[0.9999511,0.00000554324,0.000001762491,0.000008408702,0.00002196119,0.00001119005],"domain_scores_gemma":[0.9999363,0.00001189416,0.0000172419,0.00000638055,0.00001366407,0.00001439701],"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":[0.00004363551,0.00001118087,0.00163192,0.00001898574,0.000009189007,0.000118642,0.00003278906,0.004819593,0.9900818,0.0002612369,0.00007702973,0.002893887],"study_design_scores_gemma":[0.00004034652,0.0005736145,0.05751333,0.00001224496,0.00003107227,0.0003952284,0.0002092494,0.2681219,0.6709608,0.0005274636,0.001578694,0.00003614425],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964896,0.00004905877,0.002816522,0.00001507493,0.000006859036,0.00000213595,0.00001168338,0.00001547828,0.0005935574],"genre_scores_gemma":[0.9990808,0.0000228902,0.0005500344,0.000005526328,0.000001695197,0.000002492316,0.00001810505,0.000001977468,0.0003165158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007692919,"threshold_uncertainty_score":0.00257355,"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."}}