{"id":"W4295095392","doi":"10.3390/w14172748","title":"Crop Water Deficit and Supplemental Irrigation Requirements for Potato Production in a Temperate Humid Region (Prince Edward Island, Canada)","year":2022,"lang":"en","type":"article","venue":"Water","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Environment and Climate Change Canada; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Irrigation; Environmental science; Groundwater recharge; Deficit irrigation; Temperate climate; Soil water; Growing season; Water balance; Irrigation management; Irrigation statistics; Water use; Farm water; Hydrology (agriculture); Water-use efficiency; Agronomy; Water conservation; Groundwater; Aquifer; Soil science; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002564726,0.0002050898,0.000138515,0.0006210597,0.0004983851,0.0008138857,0.000592912,0.0002117488,0.001894895],"category_scores_gemma":[0.000859844,0.0001422701,0.0003035499,0.001429685,0.0002320176,0.0002305716,0.000396451,0.0002352089,0.0001816251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01973623,"about_ca_system_score_gemma":0.01698724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991735,"about_ca_topic_score_gemma":0.9947267,"domain_scores_codex":[0.999754,0.00001823592,0.00001629207,0.00005212668,0.00008179823,0.00007751876],"domain_scores_gemma":[0.9993992,0.00008069041,0.00006741036,0.00001755932,0.0003289274,0.0001062104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005390615,0.0001382086,0.9033443,0.0004892739,0.0003048554,0.001295922,0.002263691,0.02737999,0.01116472,0.002006003,0.009716715,0.04135731],"study_design_scores_gemma":[0.00001424425,0.00002972968,0.9799234,0.00005081273,0.00005486282,0.0001091209,0.002869003,0.01045971,0.0009729778,0.0001174274,0.005363406,0.00003527344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805109,0.0003774897,0.0004739666,0.0002745345,0.000003664343,0.00005118043,0.01001152,0.00003361187,0.008263168],"genre_scores_gemma":[0.9916068,0.0004177827,0.0009107916,0.00005087946,0.00000196118,0.00003491806,0.004543523,0.00001247319,0.002420763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01973623,"threshold_uncertainty_score":0.1431971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02134816754026607,"score_gpt":0.2252167782709313,"score_spread":0.2038686107306653,"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."}}