{"id":"W2952133075","doi":"10.1016/j.bpj.2017.10.009","title":"Composition Fluctuations in Lipid Bilayers","year":2017,"lang":"en","type":"article","venue":"Biophysical Journal","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alberta Innovates - Technology Futures","keywords":"Lipid bilayer; Biophysics; Chemistry; Composition (language); Membrane; Biochemistry; Biology; Philosophy","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":[0.00005888292,0.00008024707,0.00008680041,0.0000289959,0.000257438,0.0001013619,0.000215936,0.00006916016,0.00002079297],"category_scores_gemma":[0.00002356456,0.00006577594,0.00008389313,0.00002030453,0.00007456087,0.000009752839,0.00005110117,0.0001372806,0.00001440876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001141602,"about_ca_system_score_gemma":0.00003689696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000758134,"about_ca_topic_score_gemma":0.000006830761,"domain_scores_codex":[0.9994819,0.00002320444,0.0001231292,0.000128138,0.0000991532,0.0001444855],"domain_scores_gemma":[0.9995516,0.000002826852,0.00008988022,0.0002367282,0.00004196751,0.00007700157],"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":[0.00002976734,0.00005089321,0.001495684,0.000001723399,0.000007494079,0.000007012768,0.00001138199,0.000008683007,0.9956214,0.00006073549,0.0002118578,0.002493367],"study_design_scores_gemma":[0.0005937509,0.0001095571,0.1092463,0.00001147264,0.00001481051,0.00005970398,0.00001272832,0.00002642337,0.8869032,0.00002637735,0.002879394,0.0001162499],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982884,0.000003430652,0.0001650733,0.0004673637,0.0004127893,0.00004927815,0.000005430062,0.000003048493,0.0006051773],"genre_scores_gemma":[0.9978238,0.00002690008,0.0002387221,0.0001035962,0.001680382,0.000002728191,0.00001682835,0.000007953613,0.00009908222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1087182,"threshold_uncertainty_score":0.2682265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274282954245609,"score_gpt":0.2816342250657358,"score_spread":0.2688913955232797,"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."}}