{"id":"W2056286679","doi":"10.1021/nl052073s","title":"Fundamental Mechanism of Translocation across Liquidlike Membranes:  Toward Control over Nanoparticle Behavior","year":2005,"lang":"en","type":"article","venue":"Nano Letters","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"","keywords":"Membrane; Nanoparticle; Nucleation; Materials science; Chemical physics; Particle (ecology); Thermal fluctuations; Nanotechnology; Biophysics; Chemical engineering; Chemistry; Thermodynamics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003092545,0.0002798084,0.0003536991,0.0002257385,0.000576339,0.00074959,0.0005474292,0.0008536011,0.00085105],"category_scores_gemma":[0.001053273,0.0002061518,0.0002886494,0.0001151317,0.001706255,0.001284221,0.0004337276,0.0005460958,0.0002856026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008050937,"about_ca_system_score_gemma":0.0003721621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002562597,"about_ca_topic_score_gemma":0.0001274883,"domain_scores_codex":[0.9998484,0.00003034471,0.000005953635,0.00003620074,0.00004958262,0.00002954616],"domain_scores_gemma":[0.9997292,0.0001358749,0.00005382005,0.00003304563,0.00002368155,0.00002426267],"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":[0.00008389256,0.00009759812,0.0008388531,0.000216586,0.00002070129,0.0003475395,0.0002757229,0.08098155,0.6618233,0.2477979,0.0003347692,0.007181725],"study_design_scores_gemma":[0.00005633511,0.000222363,0.0009452822,0.000028293,0.00001083946,0.0003050903,0.0001020186,0.6601372,0.2110967,0.1245573,0.002466402,0.00007205865],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7629617,0.001052024,0.2254366,0.001537126,0.00009129704,0.00008951839,0.00006505605,0.0002619625,0.00850458],"genre_scores_gemma":[0.9905709,0.0004228118,0.008240968,0.00007881304,0.00001732122,0.00006319642,0.00001869956,0.00002475891,0.0005623988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008536011,"threshold_uncertainty_score":0.005841374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00891282812619377,"score_gpt":0.259042011468562,"score_spread":0.2501291833423683,"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."}}