{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007846782,0.000547303,0.0013089,0.00004868233,0.0002478422,0.0002399306,0.0003138738,0.0003890205,0.00003674057],"category_scores_gemma":[0.0001177544,0.000150915,0.0003494728,0.0001281603,0.0002546159,0.0001227105,0.0001972293,0.0004309091,0.00002491693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003420284,"about_ca_system_score_gemma":0.0001183066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02689373,"about_ca_topic_score_gemma":0.02801162,"domain_scores_codex":[0.9973013,0.0003128372,0.0007923836,0.0006962478,0.0004425235,0.0004547363],"domain_scores_gemma":[0.9982634,0.0004561009,0.0007939112,0.0001907493,0.0001709844,0.000124817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.06557105,0.00717779,0.1233895,0.009235562,0.01133734,0.0004560912,0.03798043,0.00641176,0.436374,0.0001147697,0.02987689,0.2720748],"study_design_scores_gemma":[0.04570476,0.1084714,0.3916246,0.07302291,0.004421806,0.004041546,0.1480701,0.1575324,0.02515908,0.00004293579,0.02641785,0.01549067],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914482,0.0006084733,4.716966e-7,0.0001514291,0.0002028689,0.001240064,0.00007122978,0.00005862572,0.006218598],"genre_scores_gemma":[0.9936363,0.00013666,3.927492e-7,0.00003756605,0.0007229091,0.00009132826,0.00002759927,0.000007710692,0.005339583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4112149,"threshold_uncertainty_score":0.9897246,"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."}}