{"id":"W3010689099","doi":"10.3390/su12062419","title":"Precision Irrigation Strategies for Sustainable Water Budgeting of Potato Crop in Prince Edward Island","year":2020,"lang":"en","type":"article","venue":"Sustainability","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Prince Edward Island","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fertigation; Irrigation; Drip irrigation; Environmental science; Deficit irrigation; Crop coefficient; Crop; Agriculture; Low-flow irrigation systems; Agronomy; Irrigation management; Evapotranspiration; Productivity; Irrigation scheduling; Crop yield; Geography; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008660343,0.00009815732,0.0001530811,0.00001219122,0.000126763,0.0001039164,0.0001561032,0.00005114769,0.00008504125],"category_scores_gemma":[0.0004167662,0.00003782215,0.000057736,0.0001958847,0.00003856949,0.0005646545,0.0001437559,0.00007169005,0.000001831176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001102442,"about_ca_system_score_gemma":0.00003652006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006460926,"about_ca_topic_score_gemma":0.0002721284,"domain_scores_codex":[0.9987939,0.0001069014,0.0003190726,0.0002882225,0.000150296,0.0003416297],"domain_scores_gemma":[0.9991072,0.0001320868,0.00009934069,0.00005567744,0.0005563597,0.0000493608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.006596299,0.002026674,0.3453765,0.01163556,0.0001314867,0.0001130979,0.05475079,0.02430657,0.09914764,0.2400613,0.003659034,0.2121951],"study_design_scores_gemma":[0.00127347,0.00167299,0.2195083,0.00003969327,0.00003960149,9.496175e-7,0.1054584,0.0036145,0.02729192,0.5075583,0.1329182,0.0006237077],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869761,0.00001512409,0.0004059149,0.01083715,0.00001877453,0.0009864686,0.000006217385,0.00002587123,0.0007283994],"genre_scores_gemma":[0.9992874,0.000001899896,0.0001110199,0.0001277019,0.00005125244,0.00005529174,0.00004573688,9.614507e-7,0.0003187198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.267497,"threshold_uncertainty_score":0.1542343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01356457367408278,"score_gpt":0.254614767017744,"score_spread":0.2410501933436612,"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."}}