{"id":"W3133284299","doi":"10.1038/s41598-021-84251-4","title":"Accumulation of airborne microplastics in lichens from a landfill dumping site (Italy)","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Microplastics; Lichen; Environmental chemistry; Environmental science; Transect; Chemistry; Ecology; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041731,0.0001031761,0.0001603164,0.00006882823,0.00008696094,0.00007192561,0.00006427096,0.00006952557,0.001362519],"category_scores_gemma":[0.00040511,0.000102215,0.00004997619,0.0005598553,0.0001449615,0.0001251586,0.0001499028,0.00008923316,0.0001251763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008911804,"about_ca_system_score_gemma":0.00005759737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004915904,"about_ca_topic_score_gemma":0.001185598,"domain_scores_codex":[0.9984149,0.00003735469,0.00046781,0.0005178663,0.000337321,0.0002246937],"domain_scores_gemma":[0.9991595,0.0001007081,0.0002279864,0.0004060242,0.00003190544,0.00007384962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000008159594,0.00009441197,0.2908404,0.000008933733,0.000006465591,0.000343656,0.0005713878,0.009917177,0.6954082,0.00001148453,0.001965156,0.0008245009],"study_design_scores_gemma":[0.0003425422,0.00001984832,0.7085038,0.0001244726,0.0000351253,0.00009790187,0.00007650333,0.0150698,0.2581874,0.003633534,0.01360544,0.0003035572],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929541,0.00005827133,0.003728189,0.00003054935,0.002094709,0.00007830541,0.00003090478,0.00001331726,0.001011647],"genre_scores_gemma":[0.9968488,0.000004027532,0.002361209,0.00001541765,0.00002831789,0.000001852987,0.0001661335,0.000007876254,0.0005664084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4372208,"threshold_uncertainty_score":0.9995503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02151634632812767,"score_gpt":0.244665641408543,"score_spread":0.2231492950804154,"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."}}