{"id":"W4244716985","doi":"10.22215/etd/2004-05836","title":"Changes in soil properties due to topography, tillage and time in the Guelph soil catena at the Ontario benchmark site # 14&44 (Rockwood, Ontario)","year":2004,"lang":"en","type":"dissertation","venue":"","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Tillage; Environmental science; Benchmark (surveying); Hydrology (agriculture); Soil science; Geology; Geotechnical engineering; Geodesy; Agronomy; Biology","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":[0.0001401239,0.0001341993,0.000247338,0.0004327466,0.001349306,0.0006330159,0.0005779432,0.0003262317,0.002607102],"category_scores_gemma":[0.0005636689,0.0002254757,0.000212809,0.0008645395,0.0006718881,0.0002722462,0.0004612557,0.0003588815,0.0004696551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009926488,"about_ca_system_score_gemma":0.005249077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.974876,"about_ca_topic_score_gemma":0.994819,"domain_scores_codex":[0.9998066,0.00001528251,0.000006205154,0.00004839582,0.00006031332,0.00006322838],"domain_scores_gemma":[0.9996353,0.00003345364,0.00005922066,0.00001335892,0.0001392079,0.0001194023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001019433,0.0001529595,0.9442455,0.00008469054,0.00009260915,0.0007593066,0.009233845,0.0009774291,0.02359168,0.0003338338,0.004714952,0.01479376],"study_design_scores_gemma":[0.000002734897,0.00001203746,0.9988668,0.00000209242,0.000002560353,0.00001197983,0.0006176383,0.00006936507,0.0000885677,0.000006018957,0.0003172824,0.000002950576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977947,0.00003499272,0.00002429444,0.0000558196,0.000001718717,0.000009181421,0.000826907,0.000005522179,0.001246971],"genre_scores_gemma":[0.9939047,0.00006824045,0.00009477157,0.0000341816,0.00000113315,0.0000108019,0.0008580065,0.000006237453,0.005021999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02512401,"threshold_uncertainty_score":0.07202202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02006054015523064,"score_gpt":0.200872828257342,"score_spread":0.1808122881021114,"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."}}