{"id":"W2949544312","doi":"10.1371/journal.pcbi.1006352","title":"Hydrodynamics of transient cell-cell contact: The role of membrane permeability and active protrusion length","year":2019,"lang":"en","type":"article","venue":"PLoS Computational Biology","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Division of Mathematical Sciences; National Science Foundation","keywords":"Thermal fluctuations; Membrane; Cell membrane; Mechanics; Biophysics; Nanotechnology; Materials science; Chemistry; Physics; Thermodynamics; Biology","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":[0.00006303615,0.00008392761,0.0001722003,0.00003981702,0.00001884845,0.000001853746,0.00008714965,0.00009410625,0.00001241319],"category_scores_gemma":[0.000009319212,0.0000584957,0.00003144088,0.00005778421,0.0001208491,0.00001890374,0.00003395207,0.00009969447,0.000003004599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001677318,"about_ca_system_score_gemma":0.00001611457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001438057,"about_ca_topic_score_gemma":0.000001407468,"domain_scores_codex":[0.99953,0.00002961357,0.000170385,0.0001214438,0.00005749914,0.00009112553],"domain_scores_gemma":[0.9996011,0.0001799482,0.0000490421,0.000103695,0.00005495668,0.00001130503],"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":[0.00003087188,0.00005681191,0.00235929,0.0001145886,0.00002345572,1.0497e-7,0.0003078962,0.004758213,0.9895769,0.00100044,0.000004419285,0.001767044],"study_design_scores_gemma":[0.0004071723,0.0002036876,0.008254041,0.0000191802,0.00001979472,0.00000331147,0.0003305494,0.2590807,0.7279445,0.00347303,0.0001584482,0.0001055802],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978313,0.0004200901,0.0005301771,0.00006379045,0.00003775098,0.000305801,0.00005031035,0.00005404177,0.0007067063],"genre_scores_gemma":[0.999157,0.00007213259,0.0007232592,0.000007059361,0.000005051977,0.000002791703,0.00002289511,0.000006203736,0.000003574569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2616324,"threshold_uncertainty_score":0.2385385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004492463176265041,"score_gpt":0.1758125901009107,"score_spread":0.1713201269246457,"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."}}