{"id":"W2337401519","doi":"10.5539/jas.v8n5p50","title":"Diagnosing Maize Growth for Determination of Optimum Fertilizer Application Time in Northern Malawi","year":2016,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Crop Yield and Soil Fertility","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan International Cooperation Agency","keywords":"Fertilizer; Germination; Stalk; Plant growth; Zea mays; Horticulture; Dry weight; Agronomy; Animal science; Biology; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003164155,0.0002037356,0.0001562798,0.0004964794,0.0002644014,0.0002950075,0.000182759,0.0001538902,0.000506536],"category_scores_gemma":[0.0005947709,0.0001291016,0.0001378368,0.0005595392,0.0002026978,0.0001970604,0.0001877942,0.0001586252,0.00009513082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000774155,"about_ca_system_score_gemma":0.0005795071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0553942,"about_ca_topic_score_gemma":0.1665025,"domain_scores_codex":[0.9998648,0.00004367993,0.00001298254,0.00002711843,0.00002446477,0.00002699113],"domain_scores_gemma":[0.9997792,0.00004827617,0.0001076088,0.000006684751,0.00003287314,0.00002536235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004054897,0.00009125307,0.8803906,0.0001934403,0.00005473959,0.0007254783,0.001919264,0.001952846,0.07728569,0.0001749572,0.0003194958,0.03648679],"study_design_scores_gemma":[0.00000331817,0.0001285252,0.9897773,0.00001792384,0.00001888878,0.0001385331,0.0008274161,0.00231547,0.005771122,0.00003403462,0.0009595989,0.000007802033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977623,0.0001884379,0.001085738,0.00004030093,0.000001991216,0.00001846498,0.000283742,0.00001310121,0.0006059243],"genre_scores_gemma":[0.9960162,0.0001355674,0.003372941,0.00001028228,9.592515e-7,0.00001292031,0.00013144,0.000002519061,0.000317293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0553942,"threshold_uncertainty_score":0.1101435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275622994752199,"score_gpt":0.231826614424515,"score_spread":0.219070384476993,"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."}}