{"id":"W3046375486","doi":"10.1016/j.bbrep.2020.100793","title":"The influence of polystyrene nanoparticles on the fractal kinetics of lactate dehydrogenase","year":2020,"lang":"en","type":"article","venue":"Biochemistry and Biophysics Reports","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Lactate dehydrogenase; Biophysics; Kinetics; Fractal dimension; Chemistry; Chemical kinetics; Substrate (aquarium); Viscosity; Fractal; Enzyme kinetics; Biochemistry; Materials science; Enzyme; Biology; Active site","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001606893,0.0001900272,0.0001306779,0.0001401161,0.0001079482,0.0002448434,0.00007484644,0.0001908688,0.0004482671],"category_scores_gemma":[0.0005072755,0.0001550362,0.000212578,0.00006400725,0.0001606193,0.0001537675,0.0001181306,0.0002737676,0.00009097001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722411,"about_ca_system_score_gemma":0.00008887712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007137301,"about_ca_topic_score_gemma":0.0007287456,"domain_scores_codex":[0.9998751,0.00002477324,0.000009426782,0.00002293315,0.00004395006,0.00002379495],"domain_scores_gemma":[0.9996215,0.0001690866,0.00008409415,0.00001843982,0.00007611705,0.00003068402],"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":[0.00004745025,0.000008765134,0.0001902203,0.0000312748,0.000004752042,0.0000413608,0.00003492268,0.0002301596,0.9983296,0.00004649486,0.00002492738,0.001010032],"study_design_scores_gemma":[0.000003704113,0.0001728462,0.003719203,0.000004846718,0.000008679289,0.00007516562,0.00002629415,0.002212564,0.9930137,0.00003283263,0.0007225177,0.000007785119],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996322,0.0007065829,0.001632513,0.00005223637,0.00001885662,0.00001159865,0.00007716252,0.00002735966,0.00115162],"genre_scores_gemma":[0.9975262,0.000343896,0.001351315,0.00002754393,0.000005531766,0.00001433568,0.00006034851,0.000009918245,0.000660765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007137301,"threshold_uncertainty_score":0.001499593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006114466963074295,"score_gpt":0.1834634453999683,"score_spread":0.177348978436894,"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."}}