{"id":"W7010442491","doi":"","title":"Impact of overhead irrigation on nitrogen dynamics and marketable yield of potato","year":2015,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irrigation; Water table; Loam; Growing season; Yield (engineering); Crop yield; Surface irrigation; Irrigation management; Soil water; Overhead (engineering)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001905144,0.0001213408,0.0002481937,0.00004483214,0.00006946316,0.00001157148,0.0001622788,0.0001291206,0.00005558471],"category_scores_gemma":[0.00002230615,0.00006944052,0.0001135406,0.0001590036,0.00003892251,0.00018043,0.0000432842,0.00008954389,0.000004042892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000694855,"about_ca_system_score_gemma":0.00001886764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01503069,"about_ca_topic_score_gemma":0.1971786,"domain_scores_codex":[0.9992982,0.00004822703,0.0001136446,0.0001728705,0.000261036,0.0001060729],"domain_scores_gemma":[0.9991081,0.00007693568,0.000499592,0.00006508791,0.0001993664,0.00005096402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007178854,0.001644611,0.7695537,0.001742627,0.001837664,0.00003654646,0.002633244,0.0004912555,0.04746725,0.01090282,0.02161035,0.1349011],"study_design_scores_gemma":[0.0002374321,0.0008452446,0.9779726,0.0001631378,0.0001535241,6.846672e-7,0.01727723,0.0006290881,0.000424572,0.001746541,0.0003760411,0.000173943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890139,0.00004863169,0.00000222921,0.0002094373,0.0000612092,0.0001808029,0.0001496502,0.000008781543,0.01032537],"genre_scores_gemma":[0.9980795,0.00007857267,0.00006223496,0.00000456202,0.00001500022,1.694475e-7,0.0006594689,0.000001255489,0.001099201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2084189,"threshold_uncertainty_score":0.9915283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01909301356104134,"score_gpt":0.2215412186345387,"score_spread":0.2024482050734973,"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."}}