{"id":"W2524146688","doi":"10.1002/2016wr018874","title":"Importance of soil heating, liquid water loss, and vapor flow enhancement for evaporation","year":2016,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Evaporation; Loam; Latent heat; Sensible heat; Airflow; Flux (metallurgy); Moisture; Flow (mathematics); Soil water; Environmental science; Mechanics; Heat flux; Water vapor; Thermodynamics; Hydrology (agriculture); Atmospheric sciences; Meteorology; Soil science; Materials science; Heat transfer; Geotechnical engineering; Geology; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002064677,0.000171444,0.0002757333,0.0002461014,0.0002198814,0.0003859488,0.0001876075,0.0001423226,0.0008051462],"category_scores_gemma":[0.000486483,0.0001189122,0.0001977406,0.0002570118,0.0002535501,0.0004718065,0.0002418131,0.0002134072,0.00009516186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004041758,"about_ca_system_score_gemma":0.0003262174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002743061,"about_ca_topic_score_gemma":0.003530726,"domain_scores_codex":[0.9998956,0.00002062016,0.000008058046,0.0000330667,0.00002269741,0.00001999095],"domain_scores_gemma":[0.9997008,0.0001906682,0.00004449571,0.00002513615,0.0000254139,0.00001365995],"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":[0.0007534511,0.000219126,0.2605557,0.0004725828,0.00006164573,0.0003188524,0.0002188205,0.01358286,0.6771235,0.0008108749,0.0001043481,0.04577823],"study_design_scores_gemma":[0.00004274786,0.0006309569,0.7749872,0.00001378792,0.00005490342,0.0003477981,0.0001764699,0.02727565,0.1951148,0.0004065237,0.0009262869,0.00002291421],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971747,0.0002793668,0.001669056,0.00001265977,0.00000255926,0.00001043307,0.00005445234,0.00001671756,0.0007799734],"genre_scores_gemma":[0.9991272,0.00009706746,0.0006227542,0.000004150324,0.000001291573,0.00000783041,0.00003516335,0.000002843114,0.0001016579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002743061,"threshold_uncertainty_score":0.005454183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02733750458991669,"score_gpt":0.2810129805925621,"score_spread":0.2536754760026454,"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."}}