{"id":"W2009084647","doi":"10.1039/c2sm26770e","title":"Budding transition of a self-avoiding polymer confined by a soft membrane adhering onto a flat wall","year":2012,"lang":"en","type":"article","venue":"Soft Matter","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Monte Carlo method; Scaling; Polymer; Surface tension; Membrane; Adhesion; Materials science; Phase transition; Surface (topology); Chemical physics; Surface energy; Statistical physics; Condensed matter physics; Physics; Chemistry; Composite material; Thermodynamics; Geometry; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001330267,0.0001871325,0.0001976316,0.00003559764,0.00006550484,0.00001552477,0.0001094046,0.0001642907,0.0003619156],"category_scores_gemma":[0.000006940158,0.0001712817,0.0001224528,0.00005272975,0.00003193574,0.00001548524,0.00003440796,0.0001059355,0.00002868112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001208198,"about_ca_system_score_gemma":0.00002052239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008183816,"about_ca_topic_score_gemma":0.000006864002,"domain_scores_codex":[0.9990177,0.00004574443,0.0002292595,0.0002273779,0.0001261814,0.0003537932],"domain_scores_gemma":[0.9995552,0.00001056753,0.00007948682,0.0002202187,0.00003474121,0.00009973397],"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":[0.00005237131,0.00004279329,0.002259952,0.00009285473,0.00005391927,5.579597e-7,0.0007282589,9.466237e-7,0.9952784,0.000004626401,0.001144203,0.0003411799],"study_design_scores_gemma":[0.0005498339,0.00005631514,0.0005361703,0.00002707079,0.00008743424,0.00002785112,0.00009992712,0.0000105128,0.9924029,0.000001459835,0.005984189,0.000216379],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976864,0.000403227,0.0008080198,0.0002166191,0.000217119,0.0001419924,0.0000222865,0.00002853394,0.0004758281],"genre_scores_gemma":[0.9975255,0.00001201162,0.0001888856,0.00106897,0.0003261335,0.00001840974,0.0001017937,0.00003752419,0.0007208308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004839986,"threshold_uncertainty_score":0.6984666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006247271726723174,"score_gpt":0.2226733475659065,"score_spread":0.2164260758391833,"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."}}