{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009447717,0.00009615166,0.000122085,0.00003293579,0.00002135546,0.000003577753,0.0001902777,0.0000642712,0.0001002464],"category_scores_gemma":[0.00001694271,0.00009516848,0.00004707262,0.0001721024,0.0001764997,0.00004037067,0.00002858601,0.00005262183,0.00000296909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002386455,"about_ca_system_score_gemma":0.000008872427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002832421,"about_ca_topic_score_gemma":0.000004959706,"domain_scores_codex":[0.9993693,0.00001136943,0.0001849653,0.0001527993,0.0001331483,0.0001484824],"domain_scores_gemma":[0.9996917,0.000007602458,0.00004321283,0.00020705,0.000008244107,0.00004223454],"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":[0.000005972677,0.00003326065,0.003501195,0.00003862144,0.000003892155,0.000003836112,0.00004817478,0.003316926,0.9926342,0.00004584268,0.00003186881,0.0003361923],"study_design_scores_gemma":[0.0001171702,0.00006872945,0.01921413,0.00002092496,0.000006295437,0.000008769135,0.00002639818,0.006746233,0.9735934,0.0000435284,0.000059778,0.00009461376],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950175,0.0003554787,0.002287081,0.00001647247,0.00006525219,0.00006568123,0.00001147432,0.00003020216,0.002150893],"genre_scores_gemma":[0.9991306,0.00006481926,0.0006695522,0.00003971089,0.000004444028,0.000001713068,0.00001206406,0.000005071302,0.0000720358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01904079,"threshold_uncertainty_score":0.3880858,"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."}}