{"id":"W4393243630","doi":"10.53555/sfs.v8i3.2395","title":"Importance Of Soil Health Indicators And Their Implications For Sustainable Agriculture","year":2022,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Crop Yield and Soil Fertility","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Sustainable agriculture; Soil health; Business; Natural resource economics; Environmental planning; Environmental science; Environmental resource management; Agricultural economics; Geography; Economics; Soil science; Soil water; Soil organic matter","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003216999,0.0000636365,0.000208932,0.00003133444,0.0004815847,0.00004297714,0.0003070292,0.00001944751,0.00003500647],"category_scores_gemma":[0.0002359912,0.00002263808,0.0000545758,0.0008157818,0.0002054845,0.0002042961,0.00008201355,0.0001099384,1.249593e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003971032,"about_ca_system_score_gemma":0.00008875593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001287551,"about_ca_topic_score_gemma":0.00646795,"domain_scores_codex":[0.9990222,0.0001660223,0.0003720052,0.0001262564,0.0001196203,0.0001938601],"domain_scores_gemma":[0.9989399,0.0004467786,0.0004073193,0.00002874157,0.000119293,0.00005802234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003152342,0.00005977228,0.9908795,0.000009001773,0.000002927697,2.454717e-7,0.0003788525,0.00001718193,0.0007721627,0.0001530924,0.001680279,0.00601545],"study_design_scores_gemma":[0.00006417783,0.0005500888,0.9873474,0.000003612573,8.125983e-7,0.000008775423,0.006062163,0.000002489204,0.00008374278,0.001551618,0.004277421,0.00004769517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937001,0.000622704,0.000001928302,0.005310458,0.00004939466,0.0001159028,0.00008487051,0.000002884174,0.0001117921],"genre_scores_gemma":[0.9996381,0.00007977922,0.00002706165,0.0001545906,0.00002485404,0.000008163083,0.000007261021,2.961798e-7,0.00005984088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005967755,"threshold_uncertainty_score":0.3704009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09140391350874529,"score_gpt":0.2659880700656621,"score_spread":0.1745841565569168,"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."}}