{"id":"W2316107460","doi":"10.1021/la401666m","title":"Binder–Block Copolymer Micelle Interactions in Bactericidal Filter Paper","year":2013,"lang":"en","type":"article","venue":"Langmuir","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Micelle; Cationic polymerization; Copolymer; Filter (signal processing); Filtration (mathematics); Chemistry; Filter paper; Chemical engineering; Critical micelle concentration; Chromatography; Polymer chemistry; Organic chemistry; Aqueous solution; Mathematics; Polymer; Computer science","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":[0.0008120736,0.0006810572,0.0005343528,0.0005248219,0.000382778,0.0008426705,0.0004912236,0.0009405002,0.0009507295],"category_scores_gemma":[0.0007809213,0.0003700684,0.0004999444,0.0002696976,0.0003293897,0.0008074043,0.0003214096,0.0006358094,0.0005780185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006453167,"about_ca_system_score_gemma":0.0002865802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008990933,"about_ca_topic_score_gemma":0.0007782165,"domain_scores_codex":[0.9992781,0.0001265774,0.00004666138,0.0001419586,0.0002709824,0.0001356759],"domain_scores_gemma":[0.9994005,0.0002508355,0.0001275486,0.00004204469,0.00009711382,0.00008198443],"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":[0.00002316954,0.00001616295,0.00008383283,0.00003694106,0.000005345033,0.00006095403,0.0000199766,0.0001110671,0.9982206,0.00007893382,0.00001996233,0.001322993],"study_design_scores_gemma":[0.000006869243,0.0001303047,0.0004404133,0.000005386355,0.000005536456,0.00008531119,0.000009577941,0.0006351146,0.9973806,0.00002851619,0.001267471,0.00000479603],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726759,0.004021209,0.02053023,0.0001386531,0.0000780082,0.0001010869,0.00008406031,0.0002895246,0.002081375],"genre_scores_gemma":[0.9681337,0.002433921,0.02345024,0.0001357624,0.00004682851,0.0001155902,0.0001954802,0.00009422992,0.005394048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009507295,"threshold_uncertainty_score":0.004682064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211182960704731,"score_gpt":0.2331398738318526,"score_spread":0.2210280442248053,"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."}}