{"id":"W6907871634","doi":"10.25545/kbjhvd","title":"Metal-Organic Frameworks as Anchors for Giant Unilamellar Vesicle Immobilization","year":2024,"lang":"en","type":"dataset","venue":"UNB Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Vesicle; Liposome; Drug delivery; Electroforming; Lipid vesicle; Nanomedicine","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009559049,0.0009770172,0.000909753,0.0007987769,0.0002379194,0.000419347,0.001609129,0.001935879,0.01320044],"category_scores_gemma":[0.001686297,0.0009925248,0.0003666644,0.00156657,0.0002447157,0.0006198513,0.0008697578,0.002008774,0.4354449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000621556,"about_ca_system_score_gemma":0.0006063555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001837822,"about_ca_topic_score_gemma":0.0003526726,"domain_scores_codex":[0.9954022,0.0002018763,0.0008649626,0.001735282,0.000853141,0.0009425648],"domain_scores_gemma":[0.9949629,0.0003213033,0.0005048387,0.00359546,0.0002553331,0.0003602101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001270101,0.000218071,3.890134e-7,0.0007199785,0.0005142074,0.0001729391,0.00005855371,0.00006551486,0.00301329,0.0003014116,0.9945971,0.0002115107],"study_design_scores_gemma":[0.0006948943,0.0002351683,0.000001332387,0.0004946197,0.002174127,0.00004135761,0.0002521707,0.0007827618,0.001855791,0.001107445,0.9913171,0.001043254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007392475,0.0002535902,0.0006311095,0.00004128981,0.002486478,0.001990613,0.9940225,0.0004278548,0.00007266689],"genre_scores_gemma":[0.0000332921,0.0006892895,0.0007978374,0.0005080051,0.0007447163,0.0001553385,0.9958389,0.00048361,0.0007489465],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4222445,"threshold_uncertainty_score":0.9993598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01313807602502841,"score_gpt":0.2757693943887185,"score_spread":0.2626313183636901,"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."}}