{"id":"W3149838622","doi":"10.1007/s12517-021-07011-8","title":"Modelling of long-term effects of climate change on irrigation water requirement in the Gaza Strip, Palestine","year":2021,"lang":"en","type":"article","venue":"Arabian Journal of Geosciences","topic":"Water resources management and optimization","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"McMaster University","keywords":"Irrigation; Gaza strip; Palestine; Environmental science; Climate change; Agriculture; Precipitation; Water resource management; Hydrology (agriculture); Geography; Agronomy; Meteorology; Engineering; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004468171,0.0005322585,0.0004873967,0.0003971315,0.0005396936,0.001795726,0.0009227775,0.001639553,0.001537182],"category_scores_gemma":[0.001095964,0.0004471692,0.0007715909,0.0007811055,0.0007985389,0.0006806251,0.0006588224,0.001020229,0.0001354633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002382836,"about_ca_system_score_gemma":0.001635874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1316822,"about_ca_topic_score_gemma":0.06903619,"domain_scores_codex":[0.9998482,0.00004767477,0.00001085146,0.00002898065,0.00001104305,0.00005310204],"domain_scores_gemma":[0.9996002,0.0002205308,0.00004368412,0.00002432032,0.0000571056,0.00005408063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000177982,0.00008547785,0.01757882,0.00002998318,0.00007017176,0.0002829746,0.00006449014,0.9778484,0.001486919,0.0006936819,0.0003537564,0.00132733],"study_design_scores_gemma":[0.00007772171,0.00009865543,0.02477696,0.00001220673,0.0000499836,0.00004578397,0.0003627974,0.9727222,0.0007813339,0.0003454296,0.0007008836,0.00002604941],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970834,0.0001079874,0.0004264264,0.0003158005,0.00001395079,0.000005983395,0.000395429,0.00001621846,0.001634956],"genre_scores_gemma":[0.9988575,0.00007677943,0.0002507932,0.00001976409,0.000003405281,0.000007366077,0.0001850254,0.000005074623,0.0005943134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1316822,"threshold_uncertainty_score":0.2618315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03499623415011822,"score_gpt":0.2268559735284547,"score_spread":0.1918597393783364,"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."}}