{"id":"W1981792121","doi":"10.1103/physreve.72.061408","title":"Simulated annealing study of gyroid formation in diblock copolymer solutions","year":2005,"lang":"en","type":"article","venue":"Physical Review E","topic":"Block Copolymer Self-Assembly","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Nankai University; Tianjin University; National Natural Science Foundation of China","keywords":"Gyroid; Copolymer; Lamellar structure; Materials science; Annealing (glass); Phase diagram; Thermodynamics; Crystallography; Phase (matter); Polymer; Physics; Chemistry; Composite material","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":[0.0003017315,0.0001439872,0.0004508333,0.00006126978,0.0000722261,0.00001608113,0.0002395962,0.00002232593,0.00006402021],"category_scores_gemma":[0.00009235609,0.0001243466,0.00007417888,0.0005176584,0.00002915852,0.0003789839,0.0001043084,0.0001051081,0.0002331003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005852767,"about_ca_system_score_gemma":0.00002476764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001777567,"about_ca_topic_score_gemma":0.0001525805,"domain_scores_codex":[0.9984307,0.0001887622,0.000529527,0.0002311039,0.0003245368,0.0002953182],"domain_scores_gemma":[0.9991921,0.0001208211,0.0001941817,0.0003512372,0.00007517708,0.00006648154],"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":[0.00002437712,0.003127987,0.0001760652,0.0007577229,0.00001648789,0.000003719468,0.001889858,0.002274456,0.9741572,0.0006863564,0.0006983235,0.01618752],"study_design_scores_gemma":[0.002988984,0.0007900138,0.002539481,0.003056216,0.0003655497,0.00001074157,0.0004189893,0.08480145,0.9017517,0.000470723,0.001947953,0.000858228],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847842,0.01374017,0.00008679292,0.0003542425,0.00005623669,0.0006194173,0.000004981825,0.00005659292,0.0002973042],"genre_scores_gemma":[0.9989978,0.0005696315,0.00007137546,0.0002091805,0.00009356567,0.0000322294,0.000004005297,0.00001286331,0.000009370784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08252699,"threshold_uncertainty_score":0.5070706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02953071528059489,"score_gpt":0.3236199273025628,"score_spread":0.2940892120219679,"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."}}