{"id":"W2014165111","doi":"10.1016/j.agee.2006.01.013","title":"Simulation modeling of soil and plant nitrogen use in a potato cropping system in the humid and cool environment","year":2006,"lang":"en","type":"article","venue":"Agriculture Ecosystems & Environment","topic":"Potato Plant Research","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Growing season; Agronomy; Cropping system; Solanum tuberosum; Yield (engineering); Crop; Fertilizer; Solanaceae; Nitrogen; Environmental science; Biology; Horticulture; Chemistry","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":[0.0005660078,0.0001920679,0.0002674375,0.00002686217,0.0001057179,0.00006999529,0.000143405,0.0001156436,0.000008622237],"category_scores_gemma":[0.00000989278,0.0000684955,0.00003840552,0.0001023316,0.00003385363,0.0001406237,0.00009058595,0.0001593602,0.000005519762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292525,"about_ca_system_score_gemma":0.00000233841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008006888,"about_ca_topic_score_gemma":0.005805484,"domain_scores_codex":[0.9982275,0.0002485479,0.0004534341,0.0003688499,0.0003870807,0.0003145451],"domain_scores_gemma":[0.9994034,0.0003320544,0.0001256762,0.00007895325,0.000005759461,0.00005419491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008449363,0.0003157339,0.2089771,0.000169396,0.00002874508,0.00009366836,0.0007606474,0.3305201,0.4581385,0.0002809654,0.00006631755,0.0005642817],"study_design_scores_gemma":[0.0007943632,0.0002088294,0.4083541,0.0003894585,0.00003387182,0.0001311606,0.004056536,0.5800096,0.002670363,0.00005871482,0.002780397,0.000512649],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981338,0.0008814636,0.0000297597,0.00008119668,0.00001302527,0.0007122311,0.0001011482,0.00001111336,0.00003621945],"genre_scores_gemma":[0.9995531,0.0001233323,0.00003108587,0.00001240777,0.00006672932,0.00006771028,0.0001298107,0.000001531445,0.00001425004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4554682,"threshold_uncertainty_score":0.9985989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759053583597578,"score_gpt":0.1832923264889755,"score_spread":0.1657017906529997,"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."}}