{"id":"W2084461384","doi":"10.1039/c4sm01941e","title":"Ring closure dynamics for a chemically active polymer","year":2014,"lang":"en","type":"article","venue":"Soft Matter","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Indian Institute of Science Education and Research Bhopal; Ministry of Education, India","keywords":"Closure (psychology); Dynamics (music); Ring (chemistry); Polymer; Chemistry; Chemical physics; Nanotechnology; Materials science; Organic chemistry; Physics","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":[0.00003640131,0.00009621933,0.0001129771,0.00001664637,0.0000505645,0.00002316509,0.00009020543,0.00003377314,0.0005174162],"category_scores_gemma":[0.000001756068,0.00008756702,0.00008763153,0.00002941042,0.00001859615,0.00004358561,0.0000318487,0.0000761094,0.0001968729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001340889,"about_ca_system_score_gemma":0.00001135439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001530576,"about_ca_topic_score_gemma":0.00000184695,"domain_scores_codex":[0.999513,0.000007633441,0.00009770704,0.0001419853,0.00004506082,0.0001945885],"domain_scores_gemma":[0.9997013,0.00005106432,0.00004389289,0.0001367953,0.00002720345,0.00003980063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002162385,0.0004422193,0.5606466,0.0002128456,0.0005165448,6.800047e-7,0.001144298,0.00007002297,0.1805131,0.08561376,0.0772346,0.09338907],"study_design_scores_gemma":[0.005223703,0.0001681419,0.02443999,0.0001564696,0.0003153617,0.000004213335,0.0003717238,0.01789198,0.8441859,0.04489688,0.06049852,0.001847152],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5659616,0.00001774876,0.3956953,0.001610219,0.0002965029,0.0003022937,0.0001256179,0.0000487168,0.03594198],"genre_scores_gemma":[0.9942551,5.786939e-8,0.0008417575,0.000485091,0.0003718744,0.000017628,0.00005790247,0.0000232239,0.003947383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6636727,"threshold_uncertainty_score":0.5665345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00377927891594455,"score_gpt":0.2118896309581361,"score_spread":0.2081103520421916,"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."}}