{"id":"W4400003010","doi":"10.1002/etc.5938","title":"Effect of Biofouling on the Sorption of Organic Contaminants by Microplastics","year":2024,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Microplastics; Biofouling; Environmental chemistry; Sorption; Biofilm; Contamination; Phenanthrene; Environmental science; Biomass (ecology); Chemistry; Adsorption; Ecology; Biology; Bacteria; Organic chemistry","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":[0.0003003368,0.0003390924,0.0003012085,0.0001851717,0.0003227628,0.000404673,0.0001632866,0.0003336323,0.0008716119],"category_scores_gemma":[0.0006299012,0.0001692383,0.0003551087,0.0001833578,0.0002581974,0.0003579821,0.0003306337,0.0004092371,0.0001646646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003436116,"about_ca_system_score_gemma":0.0003305228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00297881,"about_ca_topic_score_gemma":0.003418763,"domain_scores_codex":[0.9996668,0.00009467027,0.00002647784,0.00004241017,0.00009711321,0.00007248529],"domain_scores_gemma":[0.999418,0.0003037578,0.00009385608,0.00003194106,0.00009986479,0.00005252477],"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":[0.0002533214,0.00007717699,0.0009151955,0.00007573437,0.00001396388,0.00005132479,0.00005537078,0.0001774774,0.9959265,0.00001787492,0.0000243998,0.002411542],"study_design_scores_gemma":[0.00001021344,0.00203327,0.01751442,0.00001675322,0.00003067053,0.00006286237,0.0001291923,0.0008844773,0.9785559,0.00003345795,0.0007145151,0.00001414888],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985594,0.0006381233,0.0002127176,0.00003945273,0.00001778997,0.00001011342,0.00009186595,0.000004868039,0.0004256803],"genre_scores_gemma":[0.9970756,0.0007620999,0.001242584,0.00004053552,0.00001100889,0.00001779513,0.0001233924,0.000006590124,0.0007203838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00297881,"threshold_uncertainty_score":0.005922914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002453349035331121,"score_gpt":0.1825858570110999,"score_spread":0.1801325079757688,"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."}}