{"id":"W7017331245","doi":"","title":"Assessment of Precision Irrigation on Potatoes in Southern Alberta","year":2024,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Soil Moisture and Remote Sensing","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irrigation; Water content; Irrigation scheduling; Evapotranspiration; Precision agriculture; Agriculture; Irrigation management; Moisture; Hydrology (agriculture)","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":[0.0003486032,0.000235252,0.000188274,0.0005061709,0.0004261236,0.0005143128,0.0003112033,0.0001285354,0.0003878967],"category_scores_gemma":[0.0006257399,0.0001072817,0.0001394195,0.00146136,0.00032607,0.0001534563,0.0002622223,0.000123371,0.00005730742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004992919,"about_ca_system_score_gemma":0.003107095,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8142557,"about_ca_topic_score_gemma":0.9234842,"domain_scores_codex":[0.9997422,0.0000198994,0.000007750922,0.00004126564,0.000143852,0.00004500641],"domain_scores_gemma":[0.9994931,0.00007219318,0.00008156308,0.00001963562,0.0002920407,0.00004141351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003779269,0.0001092084,0.9027831,0.0001339776,0.00007910997,0.0006559254,0.001270343,0.02254287,0.02480838,0.000293286,0.0006420925,0.04630383],"study_design_scores_gemma":[0.000004450071,0.00007466214,0.9890751,0.00000943219,0.00002078416,0.00003378899,0.001091054,0.006608003,0.001647779,0.00004763244,0.001375341,0.00001191296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982156,0.00005682953,0.0002452491,0.00001465372,0.000001029811,0.00001365335,0.0004353683,0.00001602268,0.001001569],"genre_scores_gemma":[0.9978312,0.0001308191,0.0006055635,0.000009131353,0.00000101249,0.000007274541,0.0006780819,0.000003200214,0.0007336338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1857443,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004462965461516081,"score_gpt":0.1830815319087163,"score_spread":0.1786185664472002,"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."}}