{"id":"W3216248854","doi":"10.21406/abpa.2021.9.1.57","title":"COMPARATIVE ANALYSIS OF SOIL DEGRADATION AND SOIL STRUCTURE IN CROPLANDS AFFECTED BY EROSION AND SOIL DEHYDRATION TREATED WITH A BIOLOGICAL SOIL CRUST FORMING ALGAL CULTURE","year":2021,"lang":"en","type":"article","venue":"Acta Biologica Plantarum Agriensis","topic":"Agricultural Productivity and Crop Improvement","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Environmental science; Erosion; Degradation (telecommunications); Soil retrogression and degradation; Dehydration; Soil science; Geology; Soil water; Chemistry; Geomorphology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001429824,0.0002619135,0.0002488249,0.0002232388,0.0002061247,0.0002217069,0.0001283761,0.0001923395,0.0007795488],"category_scores_gemma":[0.0001265207,0.0001745854,0.0002710988,0.0002140769,0.0002292683,0.0001904017,0.0001741455,0.0003468377,0.0001124139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001869796,"about_ca_system_score_gemma":0.0002353206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003663904,"about_ca_topic_score_gemma":0.004481808,"domain_scores_codex":[0.9999157,0.00001171418,0.000008141587,0.00001811581,0.00001689973,0.00002936451],"domain_scores_gemma":[0.9998409,0.00002615289,0.0000300949,0.00001227982,0.00003457143,0.00005605197],"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":[0.0006940727,0.000063131,0.003210942,0.00002756514,0.00001386812,0.00008692683,0.00009228866,0.0000872267,0.994893,0.00004327574,0.00001123034,0.0007765461],"study_design_scores_gemma":[0.00003880425,0.002651895,0.318971,0.00001051167,0.0001015945,0.0004610716,0.0008470218,0.00153353,0.6735692,0.00008583474,0.00170902,0.00002055232],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992563,0.000125757,0.0001356414,0.000004508145,0.00000366461,0.000003754087,0.00008955318,0.000002140461,0.0003786531],"genre_scores_gemma":[0.9983358,0.0001150714,0.0002479314,0.00001048611,0.000002340983,0.00000562251,0.0002347316,0.000002300052,0.001045644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003663904,"threshold_uncertainty_score":0.007285118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136644728008027,"score_gpt":0.2039843522943639,"score_spread":0.1903198794935612,"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."}}