{"id":"W4213037965","doi":"10.3390/en15041561","title":"Bioremediation of Agriculture Soil Contaminated by Organic Pollutants","year":2022,"lang":"en","type":"article","venue":"Energies","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental chemistry; Environmental science; Pollutant; Soil contamination; Bioremediation; Contamination; Organic matter; Soil water; Pollution; Environmental engineering; Chemistry; Soil science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002514163,0.000737941,0.0005248957,0.0005090369,0.0003305347,0.0004397848,0.000333493,0.0002656028,0.0004437241],"category_scores_gemma":[0.0001325056,0.000159303,0.0004052134,0.0003104438,0.0002093882,0.0001754312,0.000480575,0.000306875,0.0001573948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005130784,"about_ca_system_score_gemma":0.0006319514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005657429,"about_ca_topic_score_gemma":0.009471078,"domain_scores_codex":[0.9996581,0.0000392451,0.00002109319,0.00008925413,0.0001139024,0.00007837834],"domain_scores_gemma":[0.9998689,0.00001123819,0.00004081016,0.000009638498,0.00004592306,0.00002358182],"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":[0.0001508191,0.0001177429,0.001117181,0.0001053825,0.00001248899,0.00005497571,0.00002765344,0.0001620792,0.9932646,0.00001528255,0.00003394147,0.004937985],"study_design_scores_gemma":[0.00001370459,0.001719241,0.01435239,0.00002163438,0.00003382278,0.00009750304,0.000099164,0.0004972743,0.9813368,0.00002141512,0.001798765,0.000008416392],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973744,0.0005368534,0.0005731402,0.00002458297,0.00002278061,0.00007103408,0.0001722929,0.00002260372,0.001202124],"genre_scores_gemma":[0.9919884,0.001349038,0.002995647,0.00005350344,0.00001482934,0.00006279501,0.0004777192,0.000009706065,0.003048446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005657429,"threshold_uncertainty_score":0.01124901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002333878704543721,"score_gpt":0.1581637814800794,"score_spread":0.1558299027755357,"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."}}