{"id":"W2313958046","doi":"10.1021/la3040962","title":"Understanding and Controlling Morphology Formation in Langmuir–Blodgett Block Copolymer Films Using PS-P4VP and PS-P4VP/PDP","year":2013,"lang":"en","type":"article","venue":"Langmuir","topic":"Block Copolymer Self-Assembly","field":"Materials Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Copolymer; Amphiphile; Monolayer; Polymer chemistry; Alkyl; Polystyrene; Morphology (biology); Langmuir; Langmuir–Blodgett film; Materials science; Hydrogen bond; Block (permutation group theory); Solvent; Chemistry; Chemical engineering; Physical chemistry; Molecule; Nanotechnology; Aqueous solution; Organic chemistry; Composite material; Geometry","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":[0.0001137796,0.0002617487,0.0001434216,0.0001799008,0.0001305525,0.0002785622,0.0001421227,0.0002241337,0.0002353731],"category_scores_gemma":[0.0001999408,0.0001552535,0.0001424069,0.0001378419,0.000221298,0.0005965869,0.0001680538,0.0003049794,0.0001213774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002122955,"about_ca_system_score_gemma":0.000161902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004103819,"about_ca_topic_score_gemma":0.0005349837,"domain_scores_codex":[0.9999074,0.00001183744,0.00000831016,0.00002860834,0.00002997585,0.00001385166],"domain_scores_gemma":[0.9999431,0.00001882453,0.00001706625,0.000004868536,0.00001135507,0.000004852442],"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":[0.000009812219,0.000006078993,0.000320036,0.000046196,0.00000221777,0.00002778802,0.00003683004,0.0002191966,0.9964076,0.0001371148,0.000007818351,0.002779262],"study_design_scores_gemma":[0.000001308331,0.00003237207,0.00194931,0.000004693703,0.00000830062,0.00008092481,0.00003509364,0.002958371,0.9938169,0.000101868,0.001006753,0.000004024348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588908,0.004637782,0.03474543,0.00009630384,0.00001721628,0.00002523098,0.00006435354,0.00008969317,0.001433204],"genre_scores_gemma":[0.9726568,0.004544667,0.0218547,0.00003047912,0.00001254332,0.00003058969,0.00009969045,0.00002665003,0.0007438677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004103819,"threshold_uncertainty_score":0.001540303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04936646181063269,"score_gpt":0.2511569899439245,"score_spread":0.2017905281332918,"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."}}