{"id":"W2024755652","doi":"10.4161/pri.18665","title":"Nanopore analysis","year":2012,"lang":"en","type":"review","venue":"Prion","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatoon Medical Imaging; University of Saskatchewan","funders":"","keywords":"Nanopore; Folding (DSP implementation); Biophysics; Molecule; Chemistry; Peptide; Protein folding; Amyloid (mycology); Membrane; Nanotechnology; Biochemistry; Materials science; Biology","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"],"consensus_categories":[],"category_scores_codex":[0.0001025384,0.0003181901,0.001312462,0.0003629372,0.00004489322,0.000009185751,0.0001379323,0.0002180076,0.00009953161],"category_scores_gemma":[0.000001661715,0.0002509588,0.0007004031,0.0008990192,0.00001407614,0.00005252095,0.00001984051,0.0001786258,0.0002386995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000555025,"about_ca_system_score_gemma":0.00001184375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003434006,"about_ca_topic_score_gemma":0.00001389776,"domain_scores_codex":[0.9990664,0.00001353964,0.0003462933,0.0001645857,0.0001239558,0.000285287],"domain_scores_gemma":[0.9995766,0.00002521286,0.00005796447,0.0002609394,0.00001519715,0.00006411251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[1.766843e-7,0.000007683416,0.000009238597,0.007923808,0.001841313,0.000002687481,0.00005320729,0.00001279528,1.227229e-7,0.00002159493,0.0004124403,0.9897149],"study_design_scores_gemma":[0.00002114336,0.000003411113,0.000005533414,0.0006098744,0.01088255,0.000001938253,0.000001832037,0.000008138743,0.000002348625,0.000006209511,0.9881891,0.0002679146],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[7.879437e-7,0.995836,0.0004027903,0.000001010787,0.0004596548,0.0001866445,0.00003042856,0.0002719625,0.00281072],"genre_scores_gemma":[0.00006686184,0.9989344,0.00009580514,0.000002166493,0.0002325202,0.00005496104,0.0002960096,0.00005458868,0.0002627088],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.989447,"threshold_uncertainty_score":0.9999943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0551047274802974,"score_gpt":0.2829002022459699,"score_spread":0.2277954747656725,"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."}}