{"id":"W3009619317","doi":"10.13031/trans.13559","title":"Surface Covers Affect Liquid Manure Temperature, Albedo, and Evaporation","year":2020,"lang":"en","type":"article","venue":"Transactions of the ASABE","topic":"Solar-Powered Water Purification Methods","field":"Energy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada","keywords":"Manure; Liquid manure; Evaporation; Environmental science; Straw; Aeration; Environmental engineering; Chemistry; Agronomy; Meteorology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001584068,0.0003687875,0.0004447579,0.0001790309,0.0002493473,0.000642892,0.0001919061,0.0002243111,0.001279454],"category_scores_gemma":[0.0003041446,0.0001563011,0.0004142225,0.0002353686,0.0003006404,0.0003936893,0.0003325551,0.0004632368,0.0001459061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005104603,"about_ca_system_score_gemma":0.0002845171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003112133,"about_ca_topic_score_gemma":0.005724906,"domain_scores_codex":[0.9997206,0.00004562811,0.0000216695,0.00006306204,0.00008917147,0.00005980835],"domain_scores_gemma":[0.9996978,0.00008283502,0.00009244695,0.00001763726,0.00006777904,0.00004145289],"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":[0.001605372,0.0002420393,0.01881197,0.0001369651,0.00006482482,0.00007063938,0.00007382013,0.0005293985,0.9719785,0.00003149526,0.00007365354,0.006381445],"study_design_scores_gemma":[0.00004238225,0.002495758,0.5488188,0.00003052039,0.0001592991,0.00009329597,0.0004759036,0.003149891,0.4427343,0.0001155747,0.001855976,0.0000283026],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989694,0.0001565914,0.0002400222,0.00001047633,0.000005785481,0.00001600393,0.0001647474,0.000007330223,0.0004294946],"genre_scores_gemma":[0.9982186,0.0001577431,0.0004211495,0.00004279712,0.000004326909,0.00003482216,0.0002348814,0.000009731712,0.0008759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003112133,"threshold_uncertainty_score":0.006188035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02577363396143927,"score_gpt":0.2688760501323126,"score_spread":0.2431024161708734,"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."}}