{"id":"W4304759274","doi":"10.1016/j.envpol.2022.120433","title":"Polyethylene microplastic and biochar interactively affect the global warming potential of soil greenhouse gas emissions","year":2022,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Biochar; Greenhouse gas; Microplastics; Manure; Environmental science; Straw; Environmental chemistry; Biomass (ecology); Soil carbon; Carbon sequestration; Slash-and-char; Agronomy; Environmental engineering; Nitrogen; Chemistry; Soil water; Pyrolysis; Ecology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002103045,0.0001831174,0.0001391235,0.00003312283,0.0006477208,0.00001632682,0.0001893407,0.00004517678,0.002338607],"category_scores_gemma":[0.00002467471,0.0001531301,0.00007636103,0.0001420783,0.0003893672,0.000110078,0.0006952825,0.0002073268,0.00008430512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000512602,"about_ca_system_score_gemma":0.00001200249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004932163,"about_ca_topic_score_gemma":0.00004156756,"domain_scores_codex":[0.9986067,0.0001671974,0.0002393907,0.0003232202,0.0003751146,0.0002884124],"domain_scores_gemma":[0.9994807,0.0000567776,0.0001745687,0.0001804786,8.046118e-7,0.0001066634],"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":[0.0001608147,0.0002405658,0.005905144,0.000005456991,0.0000281905,0.000006521357,0.0002881767,0.01188727,0.9722069,0.00005250963,0.001140719,0.008077731],"study_design_scores_gemma":[0.003884937,0.002267889,0.7765492,0.0000756261,0.0005040091,0.001146197,0.003803587,0.03813241,0.1517314,0.001928571,0.01849102,0.001485229],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948945,0.0002125207,0.003092701,0.0002665141,0.0005480854,0.0002078809,0.000593248,0.00001810603,0.0001664117],"genre_scores_gemma":[0.999425,0.00008032069,0.0001389458,0.0001026334,0.00006929298,0.00001466637,0.0000289991,0.0000145607,0.0001255654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8204755,"threshold_uncertainty_score":0.9985734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004696270195152387,"score_gpt":0.1937569924810134,"score_spread":0.189060722285861,"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."}}