{"id":"W3194648569","doi":"10.3389/frym.2021.625228","title":"How Soil Invertebrates Deal With Microplastic Contamination","year":2021,"lang":"en","type":"article","venue":"Frontiers for Young Minds","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Freie Universität Berlin; Bundesministerium für Bildung und Forschung","keywords":"Microplastics; Invertebrate; Ecology; Soil biology; Environmental science; Biology; Oligochaeta (plant); Earthworm; Soil water; Soil ecology; Soil biodiversity; Soil organic matter","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":[0.0002376899,0.0003601053,0.0003580441,0.0005599518,0.0007170861,0.001394161,0.0003827169,0.001247087,0.001487166],"category_scores_gemma":[0.000367613,0.000246358,0.0004450114,0.000298011,0.0007598042,0.001502963,0.001220604,0.0006297171,0.0009132065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003249358,"about_ca_system_score_gemma":0.0004275485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001479397,"about_ca_topic_score_gemma":0.002695763,"domain_scores_codex":[0.9996721,0.00006325931,0.00001795827,0.00006389308,0.00006618716,0.0001166883],"domain_scores_gemma":[0.9997838,0.00002371874,0.00004618733,0.00001219328,0.00005267389,0.00008141674],"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":[0.0002626839,0.0001869385,0.07590989,0.002172187,0.0002157559,0.004280642,0.004309692,0.001139855,0.7094482,0.005748826,0.004361945,0.1919634],"study_design_scores_gemma":[0.00006509799,0.00178228,0.5560004,0.001431935,0.000547907,0.009253703,0.02232566,0.005202354,0.1722712,0.02123738,0.2096414,0.0002407456],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8965348,0.04203575,0.01209952,0.006725472,0.0006470825,0.0001229205,0.0003329045,0.0002679712,0.0412336],"genre_scores_gemma":[0.9473382,0.02594329,0.007836686,0.002202168,0.0002225619,0.00005987837,0.0002530493,0.0000440867,0.01610001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001487166,"threshold_uncertainty_score":0.00497508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005196291463138099,"score_gpt":0.1732346168892652,"score_spread":0.1680383254261271,"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."}}