{"id":"W3043701989","doi":"10.3390/agriculture10070296","title":"Particle Size Imbalance Index from Compositional Analysis to Evaluate Cereal Sustainability for Arid Soils in Eastern Algeria","year":2020,"lang":"en","type":"article","venue":"Agriculture","topic":"Banana Cultivation and Research","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Silt; Soil water; Arid; Yield (engineering); Soil texture; Mathematics; Aridity index; Agronomy; Particle size; Homogeneous; Loam; Environmental science; Tillage; Soil test; Soil science; Geology; Ecology; Biology; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006522238,0.0003583473,0.0002740363,0.003153978,0.0003075688,0.0006509589,0.0001941904,0.0002145696,0.0004868662],"category_scores_gemma":[0.0006343863,0.00009877318,0.000361971,0.001674779,0.0001748383,0.000371043,0.0003496142,0.0001115711,0.000141699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005929207,"about_ca_system_score_gemma":0.0003403881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01652883,"about_ca_topic_score_gemma":0.027089,"domain_scores_codex":[0.9997988,0.00002915413,0.00002767237,0.0000403644,0.00007293535,0.00003112327],"domain_scores_gemma":[0.9996203,0.00005875405,0.0001374465,0.00002422761,0.0001202727,0.00003909241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001770877,0.00006826851,0.9458028,0.00007892896,0.0001741451,0.0001658932,0.0003024592,0.00198523,0.01853918,0.00009808919,0.0001327919,0.03247506],"study_design_scores_gemma":[0.000002317021,0.00004909278,0.9934548,0.000005620558,0.00002868394,0.00005196116,0.0003280948,0.004266862,0.001468205,0.00005208068,0.0002860659,0.000006237668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983309,0.0001341099,0.00082733,0.000008065018,0.000001632668,0.00001014752,0.0002492027,0.00001230917,0.0004263151],"genre_scores_gemma":[0.9980716,0.0000688776,0.001333628,0.000004963781,0.000002555209,0.000008161927,0.0003344956,0.000003475339,0.0001723967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01652883,"threshold_uncertainty_score":0.03286523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02873858388002463,"score_gpt":0.287271084056016,"score_spread":0.2585325001759914,"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."}}