{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009119123,0.0003407979,0.0001240292,0.0001585069,0.0001348092,0.0001722208,0.0001189706,0.0001338631,0.00086053],"category_scores_gemma":[0.0001171924,0.0001880852,0.0001018022,0.0001004322,0.00017494,0.0002252309,0.0001835916,0.0002807177,0.0002460859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002375567,"about_ca_system_score_gemma":0.0001527962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003017466,"about_ca_topic_score_gemma":0.0007957921,"domain_scores_codex":[0.9999492,0.000006229402,0.000003546158,0.00001195376,0.00001930599,0.000009671438],"domain_scores_gemma":[0.9999342,0.00001874582,0.00002281235,0.000005851246,0.000008116991,0.00001035326],"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":[0.00001036204,0.000005436525,0.00004664695,0.00002052073,0.000001333272,0.00001204482,0.000008967332,0.0001792611,0.9983651,0.0002323097,0.00002844539,0.001089681],"study_design_scores_gemma":[0.000009599013,0.00004189895,0.0003256936,0.000001940762,0.000003032543,0.0000217586,0.000003158917,0.002106152,0.9961204,0.00005704493,0.001305883,0.000003273159],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808744,0.001051921,0.01142205,0.0001421343,0.00006724735,0.00005234857,0.00009636818,0.0001693488,0.006124205],"genre_scores_gemma":[0.9883434,0.0009502579,0.00756857,0.00006944161,0.0000277748,0.00003925476,0.00007555982,0.00003987232,0.002885864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00086053,"threshold_uncertainty_score":0.002878785,"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."}}