{"id":"W2900395150","doi":"10.31274/cc-20240624-52","title":"A look at the impact of a controlled traffic farming system on crop yields and soil physical properties on a newdale clay-loam and beresford silty-clay soil located in south-western manitoba","year":2018,"lang":"en","type":"report","venue":"","topic":"Agronomic Practices and Intercropping Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loam; Clay soil; Geology; Environmental science; Soil science; Hydrology (agriculture); Geotechnical engineering; Soil water","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":[0.0001747762,0.0003104844,0.0001881769,0.0004455171,0.0007814796,0.0004642239,0.0004672501,0.0002271986,0.001411973],"category_scores_gemma":[0.0002291348,0.0001347916,0.0003651127,0.0007992432,0.0005285267,0.0001516621,0.000375539,0.0003003296,0.0002029976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003771669,"about_ca_system_score_gemma":0.001765197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4570822,"about_ca_topic_score_gemma":0.7397244,"domain_scores_codex":[0.9998823,0.00002580371,0.000004562563,0.00002072971,0.00002780139,0.00003876518],"domain_scores_gemma":[0.9997218,0.00004187331,0.00004831582,0.00001194381,0.0000868275,0.0000891544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005560263,0.001496569,0.9576771,0.0001429188,0.0002304358,0.002532831,0.00221861,0.001540117,0.02245802,0.0002040867,0.0007809867,0.01016219],"study_design_scores_gemma":[0.000007472846,0.0003439447,0.9971811,0.000005315942,0.00002116695,0.00005371953,0.001464558,0.0002427302,0.0002862656,0.00001541963,0.0003729381,0.000005461758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992589,0.00004245558,0.00002044518,0.00001880325,0.000002247991,0.000009923199,0.0001706828,0.000001753003,0.0004748724],"genre_scores_gemma":[0.9979455,0.0001544157,0.0001028146,0.00003170984,0.000003302927,0.00001590255,0.000436422,0.000001603696,0.001308304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5429178,"threshold_uncertainty_score":0.9088433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05067631743228652,"score_gpt":0.2654125951582277,"score_spread":0.2147362777259412,"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."}}