{"id":"W4206140796","doi":"10.1021/jacs.1c11209","title":"Exploring the “Living” Growth of Block Copolymer Nanofibers from Surface-Confined Seeds by <i>In Situ</i> Solution-Phase Atomic Force Microscopy","year":2022,"lang":"en","type":"article","venue":"Journal of the American Chemical Society","topic":"Supramolecular Self-Assembly in Materials","field":"Materials Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"H2020 European Research Council; Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Nanofiber; Chemistry; Atomic force microscopy; Micelle; Nanotechnology; Crystallization; Copolymer; Chemical engineering; Elongation; Chemical physics; Nanoparticle; In situ; Crystallography; Materials science; Composite material; Polymer; Aqueous solution; Ultimate tensile strength; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.001238919,0.0002278451,0.000604477,0.00002018359,0.0002552,0.0000640936,0.001358953,0.00003721683,0.0001434014],"category_scores_gemma":[0.000131917,0.0001572822,0.0005047084,0.0005155056,0.0005346205,0.0001711236,0.0005804657,0.0003998589,0.000003699436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003934635,"about_ca_system_score_gemma":0.0001852228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009812284,"about_ca_topic_score_gemma":0.000002288036,"domain_scores_codex":[0.9972448,0.0004888502,0.0008158618,0.0002611279,0.0007592961,0.0004300758],"domain_scores_gemma":[0.997359,0.0006529344,0.001385877,0.000411325,0.00009806752,0.00009274054],"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":[0.00016105,0.0001865584,0.000580282,0.000009945924,0.00007320016,0.000002829718,0.001664383,0.00005858068,0.9903958,0.000003947441,0.006846165,0.00001723217],"study_design_scores_gemma":[0.0007894435,0.0001029033,0.0002424438,0.00004203021,0.00008249407,0.00003813628,0.001333364,0.00007239723,0.9968439,0.00008742575,0.00018841,0.0001770416],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973066,0.0002358409,0.0001090215,0.001228158,0.0008436105,0.0001581002,0.00008338325,0.00001766437,0.00001763692],"genre_scores_gemma":[0.9962808,0.00006109316,0.002481244,0.000989946,0.0001091905,0.00001435066,0.000002723545,0.00003574586,0.00002484394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006657755,"threshold_uncertainty_score":0.6413782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01438140149821829,"score_gpt":0.253298427000347,"score_spread":0.2389170255021287,"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."}}