{"id":"W1982769644","doi":"10.1021/es026045c","title":"Landfarm Performance under Arid Conditions. 2. Evaluation of Parameters","year":2004,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"TILLING; Biodegradation; Nutrient; Water content; Moisture; Volatilisation; Environmental science; Chemistry; Fertilizer; Weathering; Soil water; Environmental engineering; Soil science; Agronomy; Geology; Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003625073,0.0003313105,0.0003051638,0.000193712,0.0002315466,0.0003717161,0.0001369715,0.0002943489,0.00196112],"category_scores_gemma":[0.0004976777,0.0001013032,0.0001614152,0.0001994467,0.0001335684,0.0003451634,0.0001847939,0.0001202899,0.0006243646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002561331,"about_ca_system_score_gemma":0.000155752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0012606,"about_ca_topic_score_gemma":0.001652353,"domain_scores_codex":[0.9998078,0.00003247646,0.00001597023,0.0000440705,0.00006407036,0.00003558528],"domain_scores_gemma":[0.9995387,0.00009157527,0.0001553377,0.00004415951,0.0001161897,0.00005404837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001250428,0.0006368173,0.08631014,0.0002328427,0.00005727001,0.0003345987,0.0002113174,0.006290316,0.8753297,0.00007222244,0.0003147596,0.02895948],"study_design_scores_gemma":[0.0000330336,0.00879256,0.4545991,0.00002928178,0.00007678088,0.0005474829,0.0007592186,0.008493851,0.5232882,0.0001640659,0.003159656,0.00005675128],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985715,0.00008296981,0.0005084311,0.00001037643,0.000003294973,0.00001609121,0.0002534869,0.0000185848,0.0005351665],"genre_scores_gemma":[0.9973156,0.0001089646,0.000769739,0.00001445046,0.000002204088,0.00002332235,0.0005755792,0.000008562141,0.001181516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00196112,"threshold_uncertainty_score":0.006560564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264701794546346,"score_gpt":0.2369192191224329,"score_spread":0.2242722011769694,"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."}}