{"id":"W2058442797","doi":"10.1021/ma060777y","title":"Mean First-Passage Times of Looping of Polymers with Intrachain Reactive Monomers:  Lattice Monte Carlo Simulations","year":2006,"lang":"en","type":"article","venue":"Macromolecules","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care; University of Waterloo","funders":"","keywords":"Monte Carlo method; Polymer; Scaling; Monomer; Statistical physics; Molecular dynamics; Lattice (music); Chemistry; Chemical physics; Polymer chemistry; Materials science; Thermodynamics; Computational chemistry; Physics; Mathematics; 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":[0.0001262766,0.00013882,0.0002464722,0.00007292403,0.00007699098,0.00003760774,0.0001599112,0.00004692808,0.0002442666],"category_scores_gemma":[0.00001836747,0.0001114859,0.00003948074,0.0001111822,0.0001773247,0.0001225552,0.0000554157,0.00004095237,0.000004564722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002502062,"about_ca_system_score_gemma":0.00003339081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006062193,"about_ca_topic_score_gemma":0.0009507152,"domain_scores_codex":[0.9990714,0.00006091433,0.0002982099,0.0002016636,0.0001770416,0.0001907799],"domain_scores_gemma":[0.9993624,0.00007499086,0.0002209898,0.0002180804,0.00009281493,0.00003071575],"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":[0.0001931899,0.00009696477,0.001117818,0.0001641588,0.00003674487,0.00001181492,0.00138724,0.01869903,0.9706779,0.007357091,0.00001847788,0.0002396087],"study_design_scores_gemma":[0.0004802953,0.0002229051,0.001586879,0.0001859325,0.00006763193,0.000005977363,0.0005508294,0.01654763,0.9789706,0.0009287286,0.0001663358,0.0002862398],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958154,0.0002108025,0.0005088261,0.0001228091,0.00006667743,0.0001556321,0.0001638677,0.00002827265,0.002927736],"genre_scores_gemma":[0.997229,0.000005577253,0.002455308,0.00001446028,0.00002498318,0.000006570768,0.00001173921,0.00001984006,0.0002325462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008292751,"threshold_uncertainty_score":0.9164263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007512989289015766,"score_gpt":0.2061634293103695,"score_spread":0.1986504400213537,"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."}}