{"id":"W2035894992","doi":"10.1007/s00271-010-0220-x","title":"Irrigation management practices for maximizing seed yield and water use efficiency of Othello dry bean (Phaseolus vulgaris L.) in southern Alberta, Canada","year":2010,"lang":"en","type":"article","venue":"Irrigation Science","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture Food and Rural Development","funders":"Alberta Crop Industry Development Fund","keywords":"Phaseolus; Irrigation; DNS root zone; Water-use efficiency; Agronomy; Environmental science; Soil water; Irrigation scheduling; Water use; Biology; Horticulture; Soil science","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":[0.0003401932,0.0002787572,0.000283632,0.0005656236,0.001390355,0.0006828581,0.0007193105,0.0001650185,0.0005414462],"category_scores_gemma":[0.0003069862,0.0001214181,0.0001367004,0.0008370896,0.0003140042,0.000148475,0.0002503956,0.0002021375,0.0000633217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02001791,"about_ca_system_score_gemma":0.01287233,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9729303,"about_ca_topic_score_gemma":0.9949548,"domain_scores_codex":[0.9998189,0.00002664168,0.000008852755,0.00003530463,0.0000496403,0.00006077198],"domain_scores_gemma":[0.999729,0.00002289728,0.00003952686,0.000005448985,0.000115668,0.00008734146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004561474,0.001431654,0.5259095,0.0004931859,0.0002860036,0.00131251,0.005212443,0.01371853,0.3214014,0.001531043,0.004439194,0.1197031],"study_design_scores_gemma":[0.00008144334,0.0004389069,0.9806965,0.00002727339,0.00007695709,0.00008259748,0.003530315,0.004024703,0.005486671,0.0001317473,0.005395764,0.00002720663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980349,0.0003146396,0.0002425353,0.00008615042,0.000003179406,0.00002552384,0.0001579309,0.00001677093,0.001118345],"genre_scores_gemma":[0.9965439,0.0002427811,0.000888208,0.00004233336,0.000001420806,0.00000863886,0.0002299046,0.000005392492,0.002037315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02706969,"threshold_uncertainty_score":0.1452408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0216474891391321,"score_gpt":0.2243097913595637,"score_spread":0.2026623022204316,"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."}}