{"id":"W4393040432","doi":"10.17660/actahortic.2024.1389.35","title":"Erodibility of an organic soil: the case in Montérégie, Quebec, Canada","year":2024,"lang":"en","type":"article","venue":"Acta Horticulturae","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science; Geography","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":[0.0001949397,0.0001167502,0.0001389441,0.000005468944,0.00008183113,0.00005079536,0.0001969707,0.00005874425,0.0004830473],"category_scores_gemma":[0.00002884526,0.00003209843,0.00005354975,0.0004035747,0.00004999579,0.0001569904,0.00002230934,0.0001461288,0.000003585881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000694517,"about_ca_system_score_gemma":0.00006408947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.861051,"about_ca_topic_score_gemma":0.99906,"domain_scores_codex":[0.9990185,0.00006502348,0.0002694823,0.0002597,0.0001828888,0.0002043637],"domain_scores_gemma":[0.9996112,0.0001406833,0.0000306718,0.00009335488,0.00003847211,0.00008563138],"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":[0.00006838956,0.0003922082,0.02657551,0.00006676218,0.0000602575,0.002509052,0.001888514,0.00003650832,0.8781742,0.0002908541,0.01476889,0.07516879],"study_design_scores_gemma":[0.0001093779,0.00008105415,0.9671202,0.0000364454,0.00003117861,0.000127107,0.003900534,0.0004759558,0.01441274,0.00005205099,0.01342761,0.0002257349],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952216,0.0001919578,8.253077e-8,0.003968459,0.0001803139,0.0002100235,0.00002879471,0.00004436358,0.0001544539],"genre_scores_gemma":[0.999337,0.00002316134,0.000002368514,0.000211037,0.00006358939,0.00001438559,0.00004560805,9.010378e-7,0.0003019292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9405447,"threshold_uncertainty_score":0.5289029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100043886670042,"score_gpt":0.2029055216978006,"score_spread":0.1919050828311002,"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."}}