{"id":"W2225104118","doi":"10.1021/acs.macromol.5b02286","title":"Field-Theoretic Simulation of Block Copolymers at Experimentally Relevant Molecular Weights","year":2015,"lang":"en","type":"article","venue":"Macromolecules","topic":"Block Copolymer Self-Assembly","field":"Materials Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Science Foundation","keywords":"Lamellar structure; Copolymer; Monte Carlo method; Dissipative particle dynamics; Statistical physics; Materials science; Thermodynamics; Polymer; Field (mathematics); Phase (matter); Mean field theory; Field theory (psychology); Physics; Chemical physics; Condensed matter physics; Mathematics; Quantum mechanics","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":[0.0002313794,0.0002541771,0.0003180414,0.000102844,0.00009082493,0.00004596594,0.0004120386,0.0001288773,0.0003089864],"category_scores_gemma":[0.0000973709,0.0002386713,0.0001090295,0.0001802124,0.0001602829,0.0001080063,0.0002741593,0.00007480968,0.0002591264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001199444,"about_ca_system_score_gemma":0.00009359195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001192694,"about_ca_topic_score_gemma":0.00001054438,"domain_scores_codex":[0.9979465,0.0001778587,0.0004466946,0.0004381432,0.000597858,0.0003929678],"domain_scores_gemma":[0.9987503,0.0001301712,0.0002177694,0.0005571555,0.0001278664,0.0002167824],"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":[0.0001701407,0.00009393949,0.00009713123,0.00002332085,0.00001816543,0.00006945769,0.0007776918,0.0006915156,0.9951604,0.002505631,0.0002330451,0.0001595618],"study_design_scores_gemma":[0.0006875692,0.0003475335,0.00001802269,0.00003826292,0.00004196688,0.00002821493,0.000218306,0.002446093,0.9945233,0.001115034,0.0002632937,0.0002723993],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910879,0.001531467,0.001498424,0.0001964738,0.0004049227,0.0002365248,0.0000124022,0.0001190003,0.004912847],"genre_scores_gemma":[0.9975649,0.000006400074,0.001881372,0.0002789396,0.000038945,0.0000194164,0.000009516421,0.00004238369,0.0001581982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006476891,"threshold_uncertainty_score":0.9732733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114022723184635,"score_gpt":0.2588099134215191,"score_spread":0.2476696861896727,"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."}}