{"id":"W3014989581","doi":"","title":"Greenhouse gas fluxes and budget for an annual cropping system in the Red River Valley, Manitoba, Canada","year":2010,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cropping; Greenhouse gas; Environmental science; Geography; Hydrology (agriculture); Archaeology; Geology; Agriculture; Oceanography","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":[0.0002171207,0.0003482712,0.0002389007,0.0007486527,0.001609629,0.0008052172,0.0008466597,0.0001992268,0.001267383],"category_scores_gemma":[0.0002744649,0.0002488932,0.0002177248,0.001573576,0.0002448584,0.000207566,0.0002128774,0.0002087674,0.0002293077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01973771,"about_ca_system_score_gemma":0.01584243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.993877,"about_ca_topic_score_gemma":0.9974949,"domain_scores_codex":[0.9998457,0.00001172311,0.000007472442,0.00003851617,0.00006014899,0.00003626173],"domain_scores_gemma":[0.9996344,0.00001745314,0.00002697318,0.000008269632,0.0002588994,0.00005399126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001993168,0.0002175275,0.9330981,0.0001571435,0.0001659903,0.0005100762,0.001249915,0.01275036,0.01500091,0.0005060465,0.006649604,0.02949505],"study_design_scores_gemma":[0.00002607545,0.00005132692,0.9798323,0.0000265205,0.00005163549,0.00007931956,0.001280542,0.01190339,0.001033906,0.00004343337,0.005651066,0.00002052332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896168,0.0002674657,0.0003797363,0.0001299715,0.00000621456,0.0001029449,0.005722176,0.00006925861,0.003705402],"genre_scores_gemma":[0.9829484,0.0004698838,0.003775572,0.00009753136,0.000003780339,0.0000788104,0.00488243,0.00001875515,0.007724816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01973771,"threshold_uncertainty_score":0.1432077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428167814253229,"score_gpt":0.1818056682223426,"score_spread":0.1675239900798103,"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."}}