{"id":"W4405480998","doi":"10.1002/ldr.5443","title":"Microplastic Effects on Soil Aggregation in Sterilized and Non‐Sterilized Soils","year":2024,"lang":"en","type":"article","venue":"Land Degradation and Development","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Young Elite Scientists Sponsorship Program by Tianjin; Hubei Polytechnic University; National Natural Science Foundation of China","keywords":"Microplastics; Soil water; Environmental chemistry; Environmental science; Microorganism; Incubation; Chemistry; Soil science; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001465962,0.0001261672,0.0001147477,0.00008106715,0.00007523264,0.00009615863,0.0000275216,0.00005317178,0.0001074666],"category_scores_gemma":[0.00002255724,0.0001003116,0.000009154968,0.000108924,0.000030505,0.00009078782,0.00004609427,0.00006843845,0.0001464486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000819792,"about_ca_system_score_gemma":0.00002466562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005239859,"about_ca_topic_score_gemma":0.0004086511,"domain_scores_codex":[0.9992587,0.00002920238,0.000161843,0.0002663471,0.0001327763,0.0001511186],"domain_scores_gemma":[0.9996988,0.0001486953,0.00002654035,0.00005205531,0.000002889262,0.00007104773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006020218,0.0001219312,0.04561691,0.0005158455,0.00004422054,0.00007269123,0.003539551,0.0003585603,0.063908,0.0001580177,0.006297891,0.8787643],"study_design_scores_gemma":[0.004585047,0.0002909283,0.7836311,0.000913494,0.00003491519,0.00005689879,0.00009251531,0.05193443,0.03533946,0.0004036053,0.1218348,0.0008827972],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924255,0.0001419226,0.006167305,0.0001146301,0.0003804249,0.0001671303,0.000004205277,0.00002736096,0.0005715306],"genre_scores_gemma":[0.9975962,0.000108901,0.00145074,0.0001371692,0.00002976273,0.0000190112,0.00003417629,0.000008294281,0.0006157497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8778815,"threshold_uncertainty_score":0.4090589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007243990746748444,"score_gpt":0.2054938704550598,"score_spread":0.1982498797083114,"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."}}