{"id":"W2977310322","doi":"10.1103/physreve.100.042405","title":"Why antiplectic metachronal cilia waves are optimal to transport bronchial mucus","year":2019,"lang":"en","type":"article","venue":"Physical review. E","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Agence Nationale de la Recherche; Compute Canada; Aix-Marseille Université","keywords":"Cilium; Mechanics; Physics; Mucus; Vortex; Mechanism (biology); Lubrication; Classical mechanics; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002249517,0.0001353644,0.0002588352,0.0001642578,0.0002246714,0.0008001183,0.000283983,0.00061876,0.001482176],"category_scores_gemma":[0.0009038321,0.0001996791,0.0003379032,0.0001041764,0.0004843707,0.0007278278,0.0002374468,0.0003395503,0.0003041484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000267931,"about_ca_system_score_gemma":0.0004917474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001785703,"about_ca_topic_score_gemma":0.001043495,"domain_scores_codex":[0.9999223,0.00001740373,0.000003964703,0.00001438574,0.00001870085,0.00002328024],"domain_scores_gemma":[0.9998938,0.00003664594,0.00002300929,0.00001020814,0.00001690431,0.00001937563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005106411,0.0001989346,0.01371319,0.00120536,0.0001382547,0.0006506214,0.0004259252,0.3074222,0.3816956,0.2478745,0.003426496,0.04273842],"study_design_scores_gemma":[0.0001499212,0.0001384428,0.007262546,0.00006989018,0.00005215205,0.0002076267,0.0003914698,0.890848,0.02339663,0.07295394,0.004479569,0.00004976611],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9124568,0.00310942,0.06831725,0.002191802,0.0002923174,0.0000470731,0.000149005,0.0001332088,0.01330312],"genre_scores_gemma":[0.9870526,0.001235812,0.01040803,0.00008009373,0.00002001832,0.0000254799,0.00004337755,0.00003406815,0.001100556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001785703,"threshold_uncertainty_score":0.004958391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016005981368499,"score_gpt":0.2926471573025547,"score_spread":0.2766411759340557,"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."}}