{"id":"W1988325067","doi":"10.1103/physrevlett.91.028101","title":"Discontinuous Unbinding of Lipid Multibilayers","year":2003,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Steacie Institute for Molecular Sciences","funders":"","keywords":"Physics","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":[0.00008703826,0.0001306285,0.0002556688,0.00001260279,0.00002262336,0.000004622499,0.0001179498,0.00001307387,0.00001975941],"category_scores_gemma":[0.00008010594,0.0001004582,0.0002015132,0.00008059902,0.00006260278,0.000003247341,0.00002541798,0.00006921068,0.000009166797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000536389,"about_ca_system_score_gemma":0.00001549085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000252096,"about_ca_topic_score_gemma":5.931007e-7,"domain_scores_codex":[0.999253,0.00006606689,0.0001691388,0.0002272422,0.0001097554,0.0001748079],"domain_scores_gemma":[0.9995491,0.00001086259,0.00008819847,0.0002732478,0.00002225934,0.00005634423],"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":[0.000003748245,0.0000380136,0.0005830649,0.0002171656,0.00001939911,9.771579e-7,0.0000114916,0.000005845765,0.9970312,0.00007243891,0.001055405,0.000961256],"study_design_scores_gemma":[0.0002519599,0.00006542863,0.0005338455,0.0002228224,0.00009291218,0.000006629113,0.000007422567,0.000002102228,0.9415605,0.000004180075,0.05706885,0.000183315],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99762,0.001130069,0.000095818,0.0003158431,0.0001368636,0.0002015272,0.000006348809,0.00000587661,0.0004876407],"genre_scores_gemma":[0.9955871,0.0009273352,0.000212787,0.002969472,0.0002166537,0.00001373812,0.00002085192,0.00001531372,0.00003671397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05601345,"threshold_uncertainty_score":0.4096569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111630194446442,"score_gpt":0.283293852000714,"score_spread":0.2721308325560698,"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."}}