{"id":"W3022705684","doi":"10.1039/d0sm01045f","title":"The journey of a single polymer chain to a nanopore","year":2020,"lang":"en","type":"article","venue":"Soft Matter","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Compute Canada","keywords":"Nanopore; Single chain; Polymer; Chain (unit); Polymer science; Nanotechnology; Chemistry; Materials science; Chemical engineering; Physics; Composite material; Engineering; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00004119693,0.0001000317,0.0001386635,0.00002328261,0.00005690128,0.0000105597,0.0001200848,0.00002746307,0.0001180224],"category_scores_gemma":[0.000006090442,0.0000696122,0.00005822808,0.0001543653,0.0000265166,0.00002851309,0.00002232703,0.00006014731,0.0002003488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007059698,"about_ca_system_score_gemma":0.00000463728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005280339,"about_ca_topic_score_gemma":0.000009391803,"domain_scores_codex":[0.999438,0.000005395675,0.0001715945,0.00008891151,0.0001032784,0.0001928555],"domain_scores_gemma":[0.9997579,0.00002749517,0.00001717871,0.0001083909,0.00001968971,0.00006929739],"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":[0.00007865198,0.00004731635,0.007497167,0.0003215467,0.0002977759,0.00003057333,0.01526844,0.0005210235,0.6211792,0.000176381,0.3497363,0.004845591],"study_design_scores_gemma":[0.0005072962,0.0001903922,0.002611245,0.00009501935,0.00005239614,0.000006029822,0.0007498115,0.0002232461,0.8049214,0.0001936914,0.1900077,0.0004417558],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8889207,0.01048869,0.01078833,0.06869479,0.001383606,0.0007828003,0.00008826383,0.0006316321,0.01822117],"genre_scores_gemma":[0.9970745,0.00002683322,0.00006199,0.00212758,0.0001192426,0.00001236757,0.000001528474,0.00002725175,0.0005486637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1837422,"threshold_uncertainty_score":0.2838703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551991071830796,"score_gpt":0.1977131856696129,"score_spread":0.1821932749513049,"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."}}