{"id":"W7065408273","doi":"","title":"Differential Controls of Greenhouse Gas (CO2, CH4, and N2O) Concentrations in Natural and Constructed Agricultural Waterbodies on the Northern Great Plains","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wetland; Greenhouse gas; Carbon dioxide; Agriculture; Eutrophication; Methane; Water body; Nitrous oxide; Hydrology (agriculture)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00007237315,0.0001134602,0.0001611905,0.0003439367,0.0006900195,0.0004057236,0.000246265,0.0001105378,0.0005350484],"category_scores_gemma":[0.0002322985,0.000115981,0.0001309731,0.00055753,0.0009193477,0.0001718845,0.0004445426,0.00009285736,0.00005194801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002609505,"about_ca_system_score_gemma":0.001374624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5877392,"about_ca_topic_score_gemma":0.7676323,"domain_scores_codex":[0.999904,0.000008809586,0.000002815665,0.00003429082,0.00002024075,0.00002969939],"domain_scores_gemma":[0.9998742,0.00001639035,0.00002864337,0.000008303073,0.00003995396,0.00003254609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002960216,0.00004687692,0.9455089,0.00002457594,0.00006294842,0.0002286261,0.0013096,0.00180229,0.04391948,0.0003596589,0.0001974261,0.006243477],"study_design_scores_gemma":[0.000002507248,0.000009568455,0.9980103,7.889738e-7,0.000004879446,0.00001481741,0.000347328,0.0007541297,0.000696293,0.00002611634,0.000130613,0.000002642234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996983,0.000005088534,0.00002633129,0.000004119539,1.685866e-7,0.000001116935,0.00004764485,0.000002381279,0.0002148344],"genre_scores_gemma":[0.9995665,0.000009000078,0.00007351147,0.000003639129,2.161839e-7,0.000002261123,0.00008481098,0.000001535488,0.0002584433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5877392,"threshold_uncertainty_score":0.8293774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01803866858344031,"score_gpt":0.2326444482725903,"score_spread":0.21460577968915,"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."}}