{"id":"W7047063795","doi":"","title":"Effect of fall rye cover crop on CO2 and N2O fluxes in the Red River Valley, Manitoba, Canada","year":2023,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Pulsed Power Technology Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cover crop; Canola; Cropping system; Crop; Soil water; Carbon dioxide; Agriculture; Sink (geography); No-till farming; Cash crop","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001473326,0.0002265659,0.000350804,0.0002824707,0.0000980726,0.000006651253,0.0004917583,0.0003170758,0.00000559006],"category_scores_gemma":[0.00002877501,0.0002515065,0.00006288971,0.000352541,0.0001045288,0.00005494131,0.00004580499,0.0004389403,0.00002345141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002434862,"about_ca_system_score_gemma":0.00006608399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3214022,"about_ca_topic_score_gemma":0.9935352,"domain_scores_codex":[0.9990962,0.00007093036,0.0001114161,0.0002349717,0.0002603968,0.0002260496],"domain_scores_gemma":[0.9991183,0.0002816007,0.0001065638,0.0004135544,0.0000440124,0.00003593726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001840503,0.0004447806,0.2618238,0.009437423,0.002597072,0.001102811,0.01067303,0.02025319,0.01575967,0.004389878,0.6579742,0.01370363],"study_design_scores_gemma":[0.001314262,0.0002841656,0.9663411,0.0003678819,0.0002926489,0.00000403709,0.01538266,0.00125349,0.002570734,0.0001584828,0.01152446,0.0005060692],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942809,0.0001269293,0.0000137876,0.0002019783,0.0002175674,0.0004838212,0.00009593846,0.0001060171,0.00447306],"genre_scores_gemma":[0.9988643,0.0002542903,0.00004099427,0.000009077855,0.00001337799,0.000004288237,0.0002283433,0.00003528005,0.0005500353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7045174,"threshold_uncertainty_score":0.9999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005606295420545813,"score_gpt":0.1850361441595982,"score_spread":0.1794298487390524,"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."}}