{"id":"W4323920720","doi":"10.1002/smll.202207125","title":"Cholesterol‐Containing Liposomes Decorated With Au Nanoparticles as Minimal Tunable Fusion Machinery","year":2023,"lang":"en","type":"article","venue":"Small","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Horizon 2020 Framework Programme; Space Telescope Science Institute; National Aeronautics and Space Administration","keywords":"Liposome; Nanoparticle; Nanotechnology; Fusion; Materials science; Cholesterol; Chemical engineering; Chemistry; Biophysics; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001103237,0.0001681561,0.0001389868,0.00005367922,0.0001166857,0.00003937033,0.0001455997,0.0001096592,0.00003129205],"category_scores_gemma":[0.00002706361,0.0001280764,0.00004993059,0.0001815713,0.00005195171,0.000006020542,0.0001083096,0.00008065293,0.00007663357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001109709,"about_ca_system_score_gemma":0.0001260661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001634626,"about_ca_topic_score_gemma":0.0005498985,"domain_scores_codex":[0.9990173,0.00003511179,0.0001484337,0.0003311128,0.0001048028,0.0003632608],"domain_scores_gemma":[0.9995196,0.000008939732,0.00005408154,0.0002580218,0.00005265823,0.0001067024],"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":[0.0001987638,0.0000230174,0.0294942,0.00001623109,0.00002503615,0.00002086926,0.0001147999,0.00004248679,0.9670067,0.00001773925,0.0001128239,0.002927262],"study_design_scores_gemma":[0.000803228,0.0006961555,0.04948681,0.00002261698,0.00003851858,0.00004787615,0.0001977142,0.00002977072,0.9412869,0.000008919668,0.007168823,0.0002126884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981748,0.00003096632,0.000006547711,0.0001593361,0.0001821706,0.0001378323,0.000009069237,0.0000676132,0.001231654],"genre_scores_gemma":[0.9957255,0.00002130791,0.0001902906,0.0002637636,0.0003169462,0.00002418026,0.0001839402,0.00003244852,0.003241612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02571989,"threshold_uncertainty_score":0.5222804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362262462332512,"score_gpt":0.2440259989685799,"score_spread":0.2304033743452548,"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."}}