{"id":"W7112748023","doi":"","title":"Impact of Cover Crops on Biological Indicators of Soil Health in Canadian Prairies","year":2022,"lang":"en","type":"other","venue":"University Library (University of Saskatchewan)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cover crop; Soil health; Agriculture; Cover (algebra); Soil quality; Human health; Crop yield","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002283055,0.0004905994,0.001424404,0.005852817,0.0001860988,0.000006368547,0.001548479,0.0006061463,0.0326465],"category_scores_gemma":[0.00001762291,0.000627486,0.0005765026,0.002621895,0.001328103,0.0005315355,0.000692114,0.0007352426,0.0001333781],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001487189,"about_ca_system_score_gemma":0.008040581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8696745,"about_ca_topic_score_gemma":0.7408814,"domain_scores_codex":[0.9972566,0.0006028526,0.0002818015,0.0006823565,0.0004470344,0.0007293982],"domain_scores_gemma":[0.9971375,0.0001227062,0.001321791,0.0007334024,0.00003121516,0.0006534264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00123919,0.0006512924,0.5714571,0.0002165151,0.0006766209,0.0003446762,0.0148241,0.0002312751,0.0000145513,0.0004152289,0.4095327,0.0003968014],"study_design_scores_gemma":[0.004098872,0.002482523,0.3731627,0.0005911381,0.0001057937,0.000006331349,0.1018783,0.00001767373,0.00002484798,0.00007966304,0.5164045,0.001147592],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7283806,0.0002478501,0.000004329634,0.0006883962,0.0001027622,0.0008560278,0.02796193,0.0002430865,0.241515],"genre_scores_gemma":[0.8503286,0.0003053981,0.0004292049,0.00006025414,0.00002081694,4.85499e-8,0.001501492,0.0002596887,0.1470945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1982943,"threshold_uncertainty_score":0.9996176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00873743271882857,"score_gpt":0.1979839925474754,"score_spread":0.1892465598286468,"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."}}