{"id":"W2258533214","doi":"10.1007/s11426-013-4951-4","title":"Self-assembly and chemical processing of block copolymers: A roadmap towards a diverse array of block copolymer nanostructures","year":2013,"lang":"en","type":"article","venue":"Science China Chemistry","topic":"Block Copolymer Self-Assembly","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Copolymer; Nanotechnology; Nanostructure; Block (permutation group theory); Materials science; Self-assembly; Variety (cybernetics); Computer science; Polymer; Artificial intelligence; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005557741,0.0004290158,0.0003472005,0.0004331394,0.0002248672,0.000582917,0.000432715,0.0003799019,0.001513704],"category_scores_gemma":[0.0003096906,0.000240478,0.000278856,0.000279175,0.0002798335,0.001033461,0.0005487106,0.0006777482,0.0007318022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004431253,"about_ca_system_score_gemma":0.0005861882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004617735,"about_ca_topic_score_gemma":0.0009972597,"domain_scores_codex":[0.9998509,0.00002771868,0.00001351348,0.00003260902,0.00004781081,0.0000274906],"domain_scores_gemma":[0.9998816,0.00002849844,0.00001829206,0.0000175676,0.00003243104,0.00002163922],"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":[0.00007066238,0.0001619928,0.0003674977,0.0005006709,0.00001797748,0.0001081096,0.00009906152,0.00252033,0.8837528,0.01363387,0.001141552,0.09762539],"study_design_scores_gemma":[0.00003230935,0.0005026304,0.0008696268,0.00004294064,0.00002948367,0.0002279583,0.00004877227,0.008197187,0.9257904,0.004026037,0.06021092,0.0000217357],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6156018,0.1190483,0.212799,0.005987373,0.0004698207,0.0005863282,0.0006136991,0.00127403,0.04361961],"genre_scores_gemma":[0.7591278,0.07842543,0.1399077,0.001089265,0.000290471,0.0004758541,0.0008430353,0.0001965138,0.01964385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001513704,"threshold_uncertainty_score":0.005063772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005175535996437233,"score_gpt":0.2267619402180842,"score_spread":0.2215864042216469,"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."}}