{"id":"W1970534922","doi":"10.1016/j.bbamem.2011.12.007","title":"A modified squeeze-out mechanism for generating high surface pressures with pulmonary surfactant","year":2011,"lang":"en","type":"article","venue":"Biochimica et Biophysica Acta (BBA) - Biomembranes","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":101,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Lawson Health Research Institute; Western University","funders":"National Institute on Minority Health and Health Disparities; Canadian Institutes of Health Research","keywords":"Pulmonary surfactant; Mechanism (biology); Surface (topology); Materials science; Mechanics; Physics; Mathematics; Thermodynamics; Geometry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001038866,0.000498562,0.000425315,0.0001894385,0.0002659562,0.0001408602,0.0003542055,0.000191834,0.00004249398],"category_scores_gemma":[0.00001625288,0.0004303579,0.0001814076,0.0003125418,0.00009737784,0.0004732189,0.00006148007,0.0002096174,0.00002077793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000574154,"about_ca_system_score_gemma":0.00004982418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002371119,"about_ca_topic_score_gemma":0.00005483297,"domain_scores_codex":[0.9981967,0.00004756897,0.0004571552,0.0005276562,0.0002430359,0.0005279495],"domain_scores_gemma":[0.9988343,0.0001408332,0.0001273572,0.0005585834,0.0001910606,0.0001479236],"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":[0.0001418235,0.0001843073,0.00000127506,0.0001471873,0.0002633186,0.000004896373,0.0006169659,0.0207307,0.9726169,0.005085278,0.0001424047,0.00006492502],"study_design_scores_gemma":[0.0003737528,0.0001413059,0.0001499655,0.00005029806,0.00009221751,0.000008806401,0.00005973409,0.4544688,0.5435708,0.0005608408,0.00006230087,0.0004612494],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894034,0.00005046239,0.006757989,0.0001606075,0.0005929722,0.0007084791,0.0005169492,0.0005985252,0.00121057],"genre_scores_gemma":[0.9869302,0.00009175758,0.01184329,0.00007622292,0.0001736771,0.0001002324,0.0002714869,0.0001500339,0.0003630797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4337381,"threshold_uncertainty_score":0.9998148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02201233897108429,"score_gpt":0.223193314960462,"score_spread":0.2011809759893777,"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."}}