{"id":"W4292996194","doi":"10.1021/acs.macromol.2c00288","title":"Mechanisms of Flow-Induced Polymer Translocation","year":2022,"lang":"en","type":"article","venue":"Macromolecules","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Science Challenge Project","keywords":"Crossover; Scaling; Polymer; Chemical physics; Flow (mathematics); Chemistry; Flux (metallurgy); Channel (broadcasting); Materials science; Thermodynamics; Physics; Mechanics; Nuclear magnetic resonance; Mathematics; Geometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002812741,0.0002938619,0.0003136431,0.000411533,0.0004932833,0.0005090337,0.0004010046,0.0005451081,0.001581016],"category_scores_gemma":[0.0005900884,0.0001823828,0.0003257559,0.0001457245,0.0007235707,0.001505744,0.000552142,0.0004691053,0.0002831203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007187973,"about_ca_system_score_gemma":0.0003563826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002448698,"about_ca_topic_score_gemma":0.0001507736,"domain_scores_codex":[0.9998704,0.00001386323,0.000005788248,0.00002814476,0.00003249792,0.00004914571],"domain_scores_gemma":[0.9997818,0.00009057297,0.0000512997,0.0000202987,0.00002261532,0.00003349235],"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":[0.0002755161,0.0002064036,0.001672711,0.000256184,0.0000277586,0.0006131654,0.0001888022,0.01494754,0.9442622,0.02245184,0.0004117957,0.014686],"study_design_scores_gemma":[0.0001188207,0.0002954129,0.004698503,0.00003139542,0.00001843316,0.0007646341,0.0001089965,0.1896473,0.7892973,0.01112055,0.003825611,0.00007296437],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630095,0.001046578,0.03113025,0.0003000224,0.0000614217,0.0001000857,0.00008971954,0.0002363191,0.00402615],"genre_scores_gemma":[0.9954432,0.0004325156,0.002966748,0.00005920961,0.000008173541,0.00005830511,0.0000644308,0.0000177426,0.0009495695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001581016,"threshold_uncertainty_score":0.005289018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009423791518016532,"score_gpt":0.1943612043071105,"score_spread":0.184937412789094,"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."}}