{"id":"W2990221355","doi":"10.1039/c9py01435g","title":"Elucidating the effect of sequence and degree of polymerization on antimicrobial properties for block copolymers","year":2019,"lang":"en","type":"article","venue":"Polymer Chemistry","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council; Natural Sciences and Engineering Research Council of Canada; Horizon 2020 Framework Programme","keywords":"Copolymer; Sequence (biology); Antimicrobial; Degree of polymerization; Polymerization; Block (permutation group theory); Degree (music); Chemistry; Combinatorial chemistry; Organic chemistry; Polymer; Mathematics; Physics; Biochemistry; Combinatorics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005508245,0.0004719648,0.0002147356,0.0002729602,0.0001324646,0.0002759047,0.0001425374,0.0002860119,0.001016911],"category_scores_gemma":[0.001338276,0.0002072945,0.0001769755,0.0002424209,0.0002558529,0.0007243638,0.0001429796,0.0005512047,0.0001995626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000162237,"about_ca_system_score_gemma":0.0002263551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002620691,"about_ca_topic_score_gemma":0.0007236011,"domain_scores_codex":[0.9998234,0.00004953129,0.00002102578,0.00003786954,0.00004043235,0.00002784767],"domain_scores_gemma":[0.9993069,0.0004205969,0.0001291647,0.00003231545,0.00006034144,0.00005058149],"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":[0.00009633615,0.00004750914,0.0001526984,0.00006632266,0.000004212588,0.00001506603,0.00001425131,0.000182511,0.9965494,0.00007263337,0.00001052086,0.002788523],"study_design_scores_gemma":[0.000006430238,0.0002979138,0.0008488623,0.00000533505,0.00001073724,0.00002815545,0.000005638011,0.000559819,0.9978017,0.00002274931,0.0004081845,0.000004464894],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914603,0.004551872,0.002433297,0.00006928956,0.00002460128,0.00004558713,0.00008879834,0.00002833297,0.001298012],"genre_scores_gemma":[0.9917808,0.004382469,0.003081289,0.00005264409,0.00002753358,0.00002785014,0.00008932919,0.00001923549,0.0005388645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001016911,"threshold_uncertainty_score":0.003401935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146498032758607,"score_gpt":0.2276701144694326,"score_spread":0.2130203111935719,"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."}}