{"id":"W4246313903","doi":"10.4141/cjss2013-502","title":"Preface","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Soil Science","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001476661,0.0007588916,0.0005275438,0.002713181,0.002813298,0.002189863,0.001053495,0.0008271486,0.4668848],"category_scores_gemma":[0.0106077,0.0002192051,0.000446295,0.001550485,0.0004362772,0.0014948,0.00166205,0.001995465,0.2892179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002390405,"about_ca_system_score_gemma":0.003052934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01521566,"about_ca_topic_score_gemma":0.02052146,"domain_scores_codex":[0.9993597,0.00008433229,0.00004191926,0.0001018,0.0003464747,0.00006581857],"domain_scores_gemma":[0.9933283,0.0006674186,0.0001698257,0.00043229,0.004531751,0.000870429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001869536,0.00001085052,0.00007497695,0.00004404104,9.441698e-7,0.00002294963,0.00003091976,0.00002628853,0.00006222961,0.001547309,0.9775194,0.02064143],"study_design_scores_gemma":[0.000003166718,0.000006974454,0.0003427709,0.00005342023,0.000001085859,0.00002046271,0.00005386915,0.00001555388,0.00005194224,0.00107898,0.9983689,0.000002874505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001687389,0.008500234,0.004365882,0.03367604,0.2871014,0.0008994422,0.02075245,0.001367083,0.6416501],"genre_scores_gemma":[0.004473202,0.002551787,0.001417094,0.005305774,0.016962,0.0002872106,0.007270058,0.0004643576,0.9612685],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4668848,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695069670107734,"score_gpt":0.1896485160152815,"score_spread":0.1726978193142041,"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."}}