{"id":"W4281853303","doi":"10.1103/physreve.105.064501","title":"Organized states arising from compression of single semiflexible polymer chains in nanochannels","year":2022,"lang":"en","type":"article","venue":"Physical review. E","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Chain (unit); Flow (mathematics); Polymer; Folding (DSP implementation); Compression (physics); Molecular dynamics; Mechanics; Physics; Polymer physics; Materials science; Chemical physics; Composite material; Thermodynamics; Mechanical engineering","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":[0.00009578284,0.0001731484,0.0005817949,0.00006208289,0.00006974032,0.000003874727,0.0001518882,0.00001626111,0.0001576947],"category_scores_gemma":[0.000008811074,0.0001594977,0.0001100797,0.0005048545,0.00002672972,0.00006647477,0.00008546476,0.0001838247,0.00000928105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005225925,"about_ca_system_score_gemma":0.00001026023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000114184,"about_ca_topic_score_gemma":0.000006930669,"domain_scores_codex":[0.998944,0.00004705683,0.0003376915,0.0001921219,0.0002429226,0.0002361526],"domain_scores_gemma":[0.9995726,0.0001065678,0.00006486223,0.0001880585,0.00002249131,0.00004540576],"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":[0.00002618575,0.0004482361,0.000597241,0.0009076545,0.00008523103,0.00001542008,0.002018655,0.00371946,0.986797,0.0002460549,0.002545455,0.00259335],"study_design_scores_gemma":[0.0007697549,0.0001286456,0.0003818843,0.00159135,0.00009426753,9.86021e-7,0.0002323141,0.0052978,0.9835184,0.002369592,0.005195268,0.0004197843],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9037777,0.09422946,0.0004525638,0.0002171485,0.0002343392,0.0003098294,0.0001182922,0.0001339339,0.0005267955],"genre_scores_gemma":[0.9889998,0.01053833,0.00004457961,0.0001237689,0.00007036982,0.00004440275,0.00008592276,0.00003536009,0.00005739347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08522223,"threshold_uncertainty_score":0.6504128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409631886451519,"score_gpt":0.2560796931263413,"score_spread":0.2419833742618261,"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."}}