{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002224026,0.0001734552,0.000220691,0.00003751606,0.000403753,0.00003693318,0.000431481,0.0001825783,0.00000550634],"category_scores_gemma":[0.0000100943,0.00009379449,0.00006203304,0.0001519405,0.00006939536,0.000151364,0.00005421643,0.0001936479,0.000001134305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008358592,"about_ca_system_score_gemma":0.00003230101,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7801726,"about_ca_topic_score_gemma":0.9997928,"domain_scores_codex":[0.9989991,0.00008634294,0.0001024943,0.0003654269,0.0002394781,0.00020713],"domain_scores_gemma":[0.9994646,0.00004436035,0.0001835841,0.0001127087,0.000134496,0.0000602937],"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":[0.003766419,0.001798584,0.03915732,0.004555339,0.0009503758,0.000519993,0.01649803,0.0001472894,0.1103011,0.01610108,0.4156602,0.3905443],"study_design_scores_gemma":[0.0003587211,0.0003007914,0.495652,0.00008683903,0.00009345368,0.00000673886,0.3230563,0.00008787132,0.000127596,0.00005357044,0.1798457,0.0003304439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996204,0.00006903279,0.00000348028,0.00190819,0.000426613,0.0004634434,0.00009836101,0.00003346991,0.0007934353],"genre_scores_gemma":[0.9976246,0.00008965834,0.0001746877,0.00006997736,0.0002102067,0.000002773095,0.0004984188,0.000002919952,0.001326704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4564946,"threshold_uncertainty_score":0.3824829,"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."}}