{"id":"W2146905617","doi":"10.1002/mabi.200900005","title":"Covalent Immobilization of Subtilisin A onto Thin Films of Maleic Anhydride Copolymers","year":2009,"lang":"en","type":"article","venue":"Macromolecular Bioscience","topic":"Marine Biology and Environmental Chemistry","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Biofouling; Maleic anhydride; Copolymer; Subtilisin; Immobilized enzyme; Covalent bond; Biopolymer; Polymer chemistry; Chemistry; Fouling; Chemical engineering; Materials science; Maleic acid; Organic chemistry; Enzyme; Polymer; Membrane; Biochemistry","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":[0.0001542573,0.0004549992,0.0001445678,0.000200346,0.0001369431,0.0002302802,0.0002240738,0.0002522914,0.000862639],"category_scores_gemma":[0.0001674984,0.0001812414,0.0002031756,0.0001236109,0.0001914644,0.0002416294,0.0002110862,0.0003407143,0.0002736095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002085909,"about_ca_system_score_gemma":0.0001144619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003213501,"about_ca_topic_score_gemma":0.000488903,"domain_scores_codex":[0.9998968,0.00001207058,0.000008538449,0.00002543302,0.00003586124,0.00002126549],"domain_scores_gemma":[0.9998593,0.0000345879,0.00005648945,0.00001437406,0.00001341787,0.00002173901],"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":[0.00001379168,0.000006249871,0.00003376406,0.00001138598,0.000002102023,0.00001466162,0.000003573241,0.00002836132,0.9992036,0.00003336409,0.000006753882,0.0006423909],"study_design_scores_gemma":[0.000002753115,0.00008215808,0.0003710981,0.000001374378,0.000003655308,0.00003555073,0.000002978117,0.0002378772,0.9988476,0.000009642658,0.0004037862,0.000001493256],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892574,0.001583351,0.007495109,0.00008370485,0.00003664831,0.00003868504,0.00006984671,0.00008837834,0.001346763],"genre_scores_gemma":[0.9884797,0.001103195,0.007767197,0.00004939163,0.00002318982,0.00002646442,0.0001035906,0.00001710596,0.002430252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000862639,"threshold_uncertainty_score":0.002885759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003294043147049934,"score_gpt":0.1848809624631765,"score_spread":0.1815869193161266,"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."}}