{"id":"W1967339304","doi":"10.1080/02508060.2011.613220","title":"Water for agriculture: challenges and opportunities in a war zone","year":2011,"lang":"en","type":"article","venue":"Water International","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Afghan; Agriculture; Government (linguistics); Environmental planning; Geography; Work (physics); Political science; Natural resource; Business; Environmental resource management; Environmental protection; Engineering; Archaeology; Economics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001148391,0.0003255271,0.0002829989,0.0005461947,0.005138324,0.006373226,0.0007438496,0.002901179,0.009991227],"category_scores_gemma":[0.0007822217,0.0001386954,0.0001595727,0.001081122,0.004300758,0.003755644,0.00498961,0.001603181,0.000654828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002411006,"about_ca_system_score_gemma":0.005851134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01005563,"about_ca_topic_score_gemma":0.02426626,"domain_scores_codex":[0.9993888,0.0002006628,0.00001888514,0.0000408741,0.00007379094,0.0002768941],"domain_scores_gemma":[0.9992685,0.0001914744,0.0000738618,0.00002015541,0.00007727183,0.0003687796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006717612,0.000454402,0.02656853,0.002418378,0.00006792387,0.01533274,0.0554529,0.002870718,0.0120608,0.2440261,0.1321411,0.5079347],"study_design_scores_gemma":[0.00002844862,0.0002846578,0.01494828,0.0007333354,0.00002186886,0.002500538,0.3185889,0.001107089,0.001726205,0.1068747,0.5531207,0.00006529086],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3300541,0.05346232,0.002511405,0.521498,0.001541301,0.00006298852,0.0002625369,0.00008033728,0.09052695],"genre_scores_gemma":[0.954873,0.02632657,0.001721784,0.006361195,0.000629038,0.000038626,0.00006070108,0.00001595284,0.009973175],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01005563,"threshold_uncertainty_score":0.03342396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1228626696406462,"score_gpt":0.2142286001005982,"score_spread":0.09136593045995203,"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."}}