{"id":"W4313303729","doi":"10.48550/arxiv.2212.13863","title":"Equilibrium behaviour of two cavity-confined polymers: Effects of polymer width and system asymmetries","year":2022,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Compute Canada","keywords":"Polymer; Ellipse; Elongation; Materials science; Brownian dynamics; Confined space; Cavity wall; Monte Carlo method; Plane (geometry); Brownian motion; Chemical physics; Molecular physics; Condensed matter physics; Mechanics; Nanotechnology; Geometry; Physics; Chemistry; Composite material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000484498,0.000224678,0.0004119867,0.000599102,0.0005641432,0.000796542,0.0003159949,0.0005085878,0.001394195],"category_scores_gemma":[0.00252054,0.0003260442,0.0002742085,0.0002434809,0.001042969,0.001245769,0.0005891835,0.0005973573,0.0001703199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007162147,"about_ca_system_score_gemma":0.0005277643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001639299,"about_ca_topic_score_gemma":0.001346442,"domain_scores_codex":[0.999833,0.00002228483,0.000007077037,0.00004193732,0.00003124448,0.00006446608],"domain_scores_gemma":[0.9987393,0.0006159649,0.0002300001,0.00008303679,0.0001091114,0.0002226611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007775119,0.000350197,0.0102478,0.0002148127,0.0001338563,0.0008898042,0.0006067949,0.1352957,0.8071726,0.03358286,0.0004233324,0.01030486],"study_design_scores_gemma":[0.0001163895,0.0005187741,0.01034467,0.00004885947,0.00005487612,0.0002526811,0.0002594845,0.7018315,0.2783205,0.00652326,0.001622485,0.0001065314],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958336,0.0001530097,0.002678443,0.00005148025,0.00000433242,0.000008369104,0.00002767187,0.00002839479,0.00121463],"genre_scores_gemma":[0.9983236,0.00006938139,0.001218871,0.00001265481,0.000002005564,0.00001481884,0.00004441586,0.00001943688,0.0002948171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001639299,"threshold_uncertainty_score":0.005196512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02061337002135801,"score_gpt":0.168555220170312,"score_spread":0.147941850148954,"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."}}