{"id":"W4360999198","doi":"10.1007/s10118-023-2975-6","title":"Polymer Translocation","year":2023,"lang":"en","type":"article","venue":"Chinese Journal of Polymer Science","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Nanopore; Chromosomal translocation; Polymer; DNA; Polymer physics; Nanotechnology; Materials science; RNA; Molecule; Biophysics; Chemistry; Polymer science; Gene; Biology; Biochemistry; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0004029089,0.0001135983,0.0001808735,0.0004757501,0.0001259974,0.00002288331,0.0003216301,0.00002445502,0.00002102596],"category_scores_gemma":[0.00001419517,0.0000767645,0.00008468922,0.002089122,0.0001592467,0.0004423795,0.00001143766,0.0001072041,0.00002992417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002001788,"about_ca_system_score_gemma":0.00006597683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004015375,"about_ca_topic_score_gemma":0.000003521651,"domain_scores_codex":[0.9989713,0.000004725515,0.000293999,0.00008604161,0.0003948343,0.000249072],"domain_scores_gemma":[0.9996187,0.00002634764,0.00005228113,0.0001100632,0.00008511943,0.0001075019],"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":[0.00001702699,0.00003027157,0.005658191,0.00004504728,0.00006038947,0.00007402816,0.004359603,0.0008944258,0.9625204,0.0002463633,0.001573929,0.02452038],"study_design_scores_gemma":[0.0004104668,0.00006358153,0.01876389,0.0000608554,0.00001937714,0.00007553015,0.0001787027,0.001787542,0.9778844,0.0003141052,0.0002419344,0.0001995898],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981097,0.01471367,0.001192371,0.0004810134,0.001587451,0.00003116627,0.000002739346,0.0001029542,0.000791622],"genre_scores_gemma":[0.9986752,0.0008530333,0.00002851837,0.00003232805,0.000202457,0.000001148101,4.832261e-7,0.00001174092,0.0001951077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02432079,"threshold_uncertainty_score":0.3130365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008471713573048325,"score_gpt":0.2394072108320287,"score_spread":0.2309354972589804,"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."}}