{"id":"W2994736195","doi":"10.1021/jacs.9b10491","title":"Precision Anisotropic Brush Polymers by Sequence Controlled Chemistry","year":2019,"lang":"en","type":"article","venue":"Journal of the American Chemical Society","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"H2020 European Research Council; Universität Ulm; Deutsche Forschungsgemeinschaft","keywords":"Macromolecule; Biomolecule; Streptavidin; Chemistry; Nanotechnology; Sequence (biology); Polymer; Materials science; Biotin","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002857962,0.0001640419,0.0005852489,0.00000610018,0.00008074839,0.00005328373,0.0006518179,0.00004666362,0.0006349655],"category_scores_gemma":[0.0001440312,0.00009950832,0.0005908238,0.0001863511,0.0004195002,0.0001728461,0.0001889832,0.0003458741,0.00005212213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002321026,"about_ca_system_score_gemma":0.00009286527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005977986,"about_ca_topic_score_gemma":1.105505e-7,"domain_scores_codex":[0.998389,0.00006999367,0.0004973314,0.0001890366,0.0005791124,0.0002755493],"domain_scores_gemma":[0.9979673,0.0003244116,0.00119875,0.0002766401,0.0001327515,0.000100118],"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":[0.0002192182,0.00004447303,0.001105641,0.00000642521,0.00008665128,5.419395e-7,0.0001420578,0.000008105844,0.98374,5.984854e-7,0.01430853,0.0003377777],"study_design_scores_gemma":[0.001204508,0.00004585618,0.0001859982,0.00003966173,0.00004878403,0.00004469829,0.0005624514,0.00006769467,0.9951472,0.00002287374,0.00251026,0.000120074],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965588,0.0005438768,0.00006476201,0.001810221,0.0004688462,0.00009840799,0.00001499034,0.00001800116,0.0004220408],"genre_scores_gemma":[0.9968194,0.000107411,0.0006989223,0.001032657,0.0001289382,0.000002775529,3.346942e-7,0.00001382165,0.001195735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01179827,"threshold_uncertainty_score":0.6952428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009015592751742973,"score_gpt":0.2689933122953546,"score_spread":0.2599777195436116,"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."}}