{"id":"W4251747991","doi":"10.1007/978-94-007-7747-7_10130","title":"Irrigation in Egypt","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Irrigation; Environmental science; Agronomy; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001726084,0.0005749618,0.0001966955,0.0008296975,0.001349421,0.00186963,0.0003029746,0.0008136263,0.02045864],"category_scores_gemma":[0.0002378087,0.0001418604,0.0001653818,0.001562584,0.0008743789,0.001304446,0.001192038,0.0009046074,0.003559673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003456674,"about_ca_system_score_gemma":0.003467631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01556362,"about_ca_topic_score_gemma":0.03892475,"domain_scores_codex":[0.9999125,0.00001606457,0.000006330123,0.00001466082,0.00002519471,0.0000252575],"domain_scores_gemma":[0.9999659,0.000004972059,0.000004421959,0.000004029136,0.00001535944,0.000005327993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005982146,0.00006116736,0.0007285987,0.0006213206,0.00001018214,0.0004309323,0.002716306,0.001002171,0.001614854,0.3054486,0.166396,0.52091],"study_design_scores_gemma":[0.000002194312,0.000007350997,0.0005038611,0.0001457238,0.000003178148,0.0000859838,0.0005221275,0.0000680557,0.0002916002,0.005157702,0.9932086,0.000003566629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009159631,0.07956398,0.001722148,0.006436411,0.001490481,0.00004643478,0.0001799651,0.00009330059,0.9013077],"genre_scores_gemma":[0.04773654,0.03788169,0.001004463,0.001285784,0.0002609776,0.00002573302,0.0001373474,0.00004148148,0.911626],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02045864,"threshold_uncertainty_score":0.06844097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02477405188677182,"score_gpt":0.1792310163476139,"score_spread":0.1544569644608421,"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."}}