{"id":"W4315795940","doi":"10.47413/vidya.v1i2.60","title":"A REVIEW - IMPORTANCE OF PHYSICO-CHEMICAL PROPERTIES IN SOIL QUALITY","year":2022,"lang":"en","type":"review","venue":"VIDYA - A JOURNAL OF GUJARAT UNIVERSITY","topic":"Agricultural Science and Fertilization","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Environmental science; Organic matter; Soil texture; Soil quality; Soil fertility; Soil organic matter; Productivity; Nitrogen; Agronomy; Phosphorus; Potassium; Soil science; Soil water; Chemistry; Ecology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006638754,0.0001923784,0.001181013,0.00003291572,0.00009072219,0.00001116908,0.0007014688,0.0001028523,0.0003615113],"category_scores_gemma":[0.0001155999,0.00006666693,0.0005548702,0.001133177,0.00009155812,0.0003314393,0.0001595285,0.000365649,0.000003528121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002111248,"about_ca_system_score_gemma":0.00008852486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000123882,"about_ca_topic_score_gemma":0.0001112655,"domain_scores_codex":[0.998184,0.000353472,0.0007276285,0.0002146399,0.0003439384,0.000176361],"domain_scores_gemma":[0.998246,0.0001175987,0.001377888,0.00006491908,0.0001111533,0.0000824064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000922964,0.0005357075,0.0004484793,0.0103297,0.00009059955,0.0000816863,0.0001710346,0.000001896203,0.002449965,0.0002329754,0.003187268,0.9823784],"study_design_scores_gemma":[0.00008247079,0.0001386934,0.0004129919,0.009585274,0.00015002,0.00004002517,0.0002651728,6.932539e-7,0.0000169473,0.00003557895,0.9890625,0.0002096555],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01751329,0.9817497,4.022269e-7,0.0001376414,0.00005000034,0.0002428532,0.00002999899,0.000005964437,0.0002701623],"genre_scores_gemma":[0.001957275,0.997789,0.000007840344,0.00007006507,0.00006536536,7.342928e-7,0.00002384211,7.308772e-7,0.00008517185],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9858752,"threshold_uncertainty_score":0.3958295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1243757959088046,"score_gpt":0.2886698314193522,"score_spread":0.1642940355105476,"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."}}