{"id":"W6996707061","doi":"","title":"Soil moisture and temperature simulation using the versatile soil moisture budget approach","year":2015,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Soil Moisture and Remote Sensing","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Water content; Water balance; Soil water; Precipitation; Soil thermal properties; Moisture; Pedotransfer function; Hydrology (agriculture)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003080067,0.0004183536,0.0003494186,0.0004083324,0.0002756339,0.0004815021,0.0008327394,0.0006369098,0.001014266],"category_scores_gemma":[0.0007954278,0.0003389471,0.0004863864,0.000513005,0.0002251258,0.0006710325,0.0004979582,0.0003908376,0.0001418306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005957054,"about_ca_system_score_gemma":0.0006220695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02408212,"about_ca_topic_score_gemma":0.01959761,"domain_scores_codex":[0.9998925,0.00003359142,0.000006017673,0.00002232432,0.00002409529,0.0000215438],"domain_scores_gemma":[0.9997891,0.00009525443,0.00002997842,0.00002178933,0.0000443773,0.00001959796],"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":[0.00002255324,0.00001711528,0.002090998,0.000008704274,0.00001176213,0.00003383887,0.00001556486,0.9918689,0.00175561,0.000872195,0.0001158993,0.003187015],"study_design_scores_gemma":[0.000005711539,0.000006258718,0.0003707896,7.443729e-7,0.000001888078,0.000004104277,0.000003119328,0.9990799,0.0002527415,0.000159488,0.0001128021,0.000002512254],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.715021,0.0001559158,0.2731976,0.0002556599,0.00003754881,0.000129283,0.001043391,0.001165106,0.008994469],"genre_scores_gemma":[0.9775729,0.00008339579,0.02051397,0.00002397094,0.000007367303,0.00007647232,0.0002731625,0.00004605671,0.001402582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02408212,"threshold_uncertainty_score":0.04788393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01321478039229158,"score_gpt":0.2129497851106067,"score_spread":0.1997350047183152,"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."}}