{"id":"W2234176728","doi":"10.1021/acs.macromol.5b02685","title":"Orienting Block Copolymer Thin Films via Entropy","year":2016,"lang":"en","type":"article","venue":"Macromolecules","topic":"Block Copolymer Self-Assembly","field":"Materials Science","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Council","keywords":"Copolymer; Materials science; Nanoporous; Thin film; Nanolithography; Polystyrene; Nanostructure; Lithography; Nanotechnology; Fabrication; Chemical engineering; Polymer; Composite material; Optoelectronics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002895788,0.0002990267,0.0002916898,0.00009067897,0.0002533338,0.0001441741,0.0006162552,0.0001202616,0.002725764],"category_scores_gemma":[0.00009224704,0.0002091765,0.0001140282,0.0002076054,0.0001692322,0.0002321655,0.0003174441,0.00009085926,0.003228846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005019538,"about_ca_system_score_gemma":0.00006731611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000195447,"about_ca_topic_score_gemma":0.00002577351,"domain_scores_codex":[0.9975613,0.0001453768,0.0004044287,0.0006289243,0.000493254,0.0007666697],"domain_scores_gemma":[0.9987562,0.0001363057,0.0001851583,0.0006433359,0.00008624925,0.0001927008],"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":[0.0000235011,0.00006243086,0.0005027478,0.00001134736,0.00001418475,0.00006130796,0.0001582977,0.000001234472,0.9934777,0.001649078,0.002706656,0.00133151],"study_design_scores_gemma":[0.0006013321,0.00006407566,0.0002619341,0.00006017106,0.00002769424,0.00007050248,0.00004113507,0.00008855182,0.9948862,0.0004591565,0.003090635,0.0003485662],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883667,0.0005851291,0.004933613,0.0008152405,0.001196999,0.0001872025,0.00003905435,0.0004122819,0.003463748],"genre_scores_gemma":[0.9948019,0.00001149879,0.002770919,0.0004197677,0.000187578,0.00003232737,0.000003378,0.00005758131,0.001715054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006435165,"threshold_uncertainty_score":0.9981859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006927804772171912,"score_gpt":0.2221976732854632,"score_spread":0.2152698685132913,"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."}}