{"id":"W2911680215","doi":"10.1002/adts.201800188","title":"Self‐Consistent Field Theory of Inhomogeneous Polymeric Systems: A Variational Derivation","year":2019,"lang":"en","type":"article","venue":"Advanced Theory and Simulations","topic":"Block Copolymer Self-Assembly","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Field (mathematics); Field theory (psychology); Field equation; Copolymer; Polymer; Physics; Classical mechanics; Mathematics; Mathematical physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006393992,0.0004731394,0.0006053806,0.0008470918,0.0003865884,0.0006293899,0.0009209667,0.0008016481,0.00232328],"category_scores_gemma":[0.0008494929,0.0002440848,0.0005506198,0.0005752641,0.001188252,0.000744832,0.001020002,0.00101569,0.0004408667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000713809,"about_ca_system_score_gemma":0.0007327917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002535128,"about_ca_topic_score_gemma":0.001546774,"domain_scores_codex":[0.9998265,0.00005696491,0.000006782848,0.00001738246,0.0000765743,0.00001587913],"domain_scores_gemma":[0.9997554,0.00009084922,0.00002429018,0.0000240964,0.00007709664,0.00002816561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004938211,0.00002122919,0.00008739291,0.00004241663,0.00001161286,0.00005943956,0.00003794443,0.09623311,0.002484825,0.8956442,0.001092666,0.004280197],"study_design_scores_gemma":[0.000007584315,0.00001078244,0.0001210082,0.00001510431,0.000003318585,0.000030653,0.00000954964,0.8065664,0.0003865648,0.1895723,0.003268209,0.000008671791],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0515417,0.004000721,0.8974776,0.001563408,0.0003170195,0.00009676699,0.0002843123,0.0001054704,0.04461307],"genre_scores_gemma":[0.7417756,0.004655354,0.2097726,0.0009044719,0.0005962417,0.0004613924,0.0004035281,0.0002488304,0.04118205],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002535128,"threshold_uncertainty_score":0.007772088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005858731034334069,"score_gpt":0.2271474291821666,"score_spread":0.2212886981478326,"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."}}