{"id":"W2808154083","doi":"10.1103/physreve.97.062405","title":"Models for randomly distributed nanoscopic domains on spherical vesicles","year":2018,"lang":"en","type":"article","venue":"Physical review. E","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; Canadian Nuclear Laboratories","funders":"Basic Energy Sciences; Office of Science; U.S. Department of Energy","keywords":"Nanoscopic scale; Materials science; Vesicle; Nanotechnology; Membrane; Chemistry","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":[0.0006583423,0.0007475413,0.001157372,0.0009388622,0.0006258698,0.001088593,0.002262119,0.002395549,0.002240629],"category_scores_gemma":[0.001404157,0.0005231505,0.001565982,0.0005757803,0.001216933,0.001424025,0.001028815,0.0009176767,0.0006894926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001630928,"about_ca_system_score_gemma":0.001147128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008119346,"about_ca_topic_score_gemma":0.004045074,"domain_scores_codex":[0.9996784,0.00008363392,0.00001795345,0.00005902406,0.00008378824,0.00007716653],"domain_scores_gemma":[0.9993607,0.00022246,0.0001242072,0.00006555454,0.0001354863,0.00009153898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003884072,0.00004777728,0.0005239142,0.00007321899,0.0000394153,0.00022607,0.0001016574,0.7668721,0.003741123,0.2257169,0.0009782822,0.00164061],"study_design_scores_gemma":[0.00001809114,0.00001603032,0.0001603551,0.00001092205,0.000007369297,0.00004067189,0.00002150586,0.9747742,0.0002743367,0.02356401,0.001101591,0.0000108186],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2851033,0.004187816,0.6544125,0.003539996,0.0003958689,0.0003569593,0.001456336,0.0003560923,0.0501912],"genre_scores_gemma":[0.9046581,0.00328391,0.04510575,0.0009044742,0.0002008259,0.0009110436,0.0009041676,0.0002615177,0.04377031],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008119346,"threshold_uncertainty_score":0.01614416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02045337962724723,"score_gpt":0.2889041322103759,"score_spread":0.2684507525831286,"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."}}