{"id":"W3173796076","doi":"10.5194/egusphere-egu21-15229","title":"Bi-directional exchange of ammonia above a corn crop canopy: from flux measurements to model parameterizations","year":2021,"lang":"en","type":"article","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Toronto","funders":"","keywords":"Ammonia; Chemistry; Flux (metallurgy); Animal science; Biochemistry; Biology","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":[0.0006328621,0.0007987474,0.000353383,0.0004068839,0.0003732015,0.0008347645,0.0007835381,0.001164422,0.0007752872],"category_scores_gemma":[0.00121417,0.0005334004,0.0007299025,0.000526447,0.000464462,0.001302624,0.0003943538,0.0007563294,0.0001507431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122866,"about_ca_system_score_gemma":0.0008356574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05919366,"about_ca_topic_score_gemma":0.02615838,"domain_scores_codex":[0.9998723,0.00002317307,0.000009817974,0.0000560509,0.00001939938,0.00001925756],"domain_scores_gemma":[0.9997116,0.0001541511,0.0000395589,0.00003294517,0.00004502427,0.00001664869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001230302,0.0001120682,0.02711563,0.00009180488,0.0001124669,0.0001004703,0.00006762905,0.9495534,0.01295628,0.0009473534,0.0003850568,0.008434756],"study_design_scores_gemma":[0.00001379321,0.000009375847,0.005443026,0.000005137629,0.00001342236,0.000007837176,0.00001659732,0.9929392,0.00104836,0.0003105097,0.0001780263,0.00001467955],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630615,0.0003751946,0.03235408,0.0002614723,0.00004459518,0.00003741089,0.001021505,0.0005051395,0.002339306],"genre_scores_gemma":[0.9940514,0.0001069763,0.00511691,0.00003565445,0.000009301888,0.00003528837,0.0004356127,0.00004817427,0.0001607157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05919366,"threshold_uncertainty_score":0.1176983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04771865010869077,"score_gpt":0.2374024098550184,"score_spread":0.1896837597463276,"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."}}