{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001995294,0.0001308795,0.0001669879,0.00002546304,0.0001406588,0.00002909573,0.0002126281,0.0001133547,0.0002070501],"category_scores_gemma":[0.00005061566,0.0001029757,0.00009923623,0.0003234106,0.00008611171,0.0001878907,0.000008260713,0.0002181672,0.00002329114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000231878,"about_ca_system_score_gemma":0.00003189234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001298044,"about_ca_topic_score_gemma":0.00003070979,"domain_scores_codex":[0.999014,0.0002516083,0.0002079137,0.0002186475,0.0001819607,0.0001258537],"domain_scores_gemma":[0.9993136,0.0001068429,0.00008828899,0.0003553687,0.00006046363,0.00007546592],"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":[0.0004505049,0.00008775997,0.000324395,0.00009903531,0.0001877019,0.000001004581,0.003257755,0.09647612,0.8941308,0.002055653,0.001303522,0.001625763],"study_design_scores_gemma":[0.0008107978,0.0002566989,0.002332712,0.00002724442,0.0001517457,0.000009203318,0.0003808915,0.002244518,0.9837208,0.0004493838,0.009377169,0.0002388429],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683149,0.0002780062,0.02039057,0.007828332,0.000406242,0.0003941707,0.00004872165,0.0001401382,0.002198882],"genre_scores_gemma":[0.9951339,0.00004301922,0.003572592,0.0003506703,0.00003891866,0.000008405434,0.000008549688,0.00002383089,0.0008201668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09423161,"threshold_uncertainty_score":0.4199228,"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."}}