{"id":"W7018534616","doi":"","title":"Development of management zones for site-specific fertilization in potato fields","year":2020,"lang":"en","type":"article","venue":"IslandScholar (University of Prince Edward Island)","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lime; Soil test; Soil water; Yield (engineering); Soil fertility; Irrigation; Precision agriculture; Crop yield; Water content; Human fertilization","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004117714,0.0001277795,0.0001881231,0.0004446619,0.0003297825,0.0005438956,0.0004648015,0.0001579704,0.0003578061],"category_scores_gemma":[0.0005061019,0.0001329888,0.0001457179,0.0004780151,0.0002588742,0.000300183,0.0004856016,0.0001283869,0.00006713858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054724,"about_ca_system_score_gemma":0.0009018454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01055481,"about_ca_topic_score_gemma":0.04038627,"domain_scores_codex":[0.9997186,0.00004494441,0.00002539746,0.0001156407,0.00005213388,0.00004332153],"domain_scores_gemma":[0.999651,0.00003833725,0.0001841591,0.00003252756,0.00006025444,0.00003378066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008361083,0.0003361529,0.4924671,0.0004290522,0.00008634036,0.0004302041,0.001631491,0.01201748,0.2937461,0.001581479,0.0007421868,0.1956964],"study_design_scores_gemma":[0.00004702018,0.0005335159,0.9603834,0.00004940038,0.00005859228,0.0001452139,0.002210486,0.01281074,0.0176875,0.0005055565,0.005529819,0.00003865179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910272,0.0001843932,0.006847679,0.00003537297,0.00000453347,0.0001399378,0.0001845319,0.00007270942,0.001503709],"genre_scores_gemma":[0.9878467,0.00009270866,0.01150359,0.00001243943,0.000002176567,0.00008901762,0.0001548105,0.000005056546,0.0002935211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01055481,"threshold_uncertainty_score":0.0209868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584580122969444,"score_gpt":0.2033305345988787,"score_spread":0.1874847333691843,"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."}}