{"id":"W4403556563","doi":"10.1103/n3td-t9lk","title":"Curvature-dependent dynamics of a bacterium confined in a giant unilamellar vesicle","year":2025,"lang":"en","type":"preprint","venue":"Physical review. E","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Indian Institute of Technology Palakkad; Department of Science and Technology, Ministry of Science and Technology, India; Nova Scotia Museum","keywords":"Vesicle; Curvature; Membrane curvature; Dynamics (music); Biophysics; Chemistry; Physics; Biology; Membrane; Biochemistry; Geometry; Mathematics; Acoustics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001049236,0.0001707526,0.0002566524,0.0002979252,0.000310406,0.0003948454,0.000285507,0.000361374,0.0004301251],"category_scores_gemma":[0.0003661449,0.0001301646,0.000202098,0.0002176369,0.0005631603,0.0003537151,0.0003283923,0.0002927121,0.0001169442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005361013,"about_ca_system_score_gemma":0.0002509106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002759473,"about_ca_topic_score_gemma":0.001362841,"domain_scores_codex":[0.9999592,0.000004708304,0.000001535374,0.00001095012,0.00001105376,0.00001249116],"domain_scores_gemma":[0.9998391,0.00003318209,0.00005276041,0.00001121405,0.00002411635,0.00003963612],"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":[0.0003723433,0.0001468717,0.01045602,0.0001061011,0.00007337583,0.001415982,0.0004324777,0.1240927,0.8491988,0.007874221,0.0002567541,0.005574367],"study_design_scores_gemma":[0.00003910814,0.0003551543,0.02441738,0.00001807238,0.00003400909,0.0003891043,0.0002128103,0.8678111,0.1036963,0.002147387,0.0007956865,0.00008381293],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975467,0.00008171998,0.00188395,0.00005268726,0.000003507913,0.000003686759,0.00002238152,0.00002028553,0.0003850665],"genre_scores_gemma":[0.9987187,0.00006230949,0.0008411485,0.000009051329,0.000001395097,0.000003373679,0.00002736919,0.00000483218,0.0003317978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002759473,"threshold_uncertainty_score":0.005486786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009072777760714199,"score_gpt":0.3058777991058035,"score_spread":0.2968050213450893,"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."}}