{"id":"W6998462694","doi":"","title":"Agroecological approaches to water scarcity","year":2015,"lang":"en","type":"other","venue":"IFPRI E-brary (International Food Policy Research Institute)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Department for International Development; European Commission; National Natural Science Foundation of China; International Development Research Centre; National Science Foundation","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00301191,0.0009965654,0.0009552259,0.006073517,0.0003245119,0.0006194811,0.004706629,0.001047313,0.01017921],"category_scores_gemma":[0.001973511,0.0007717579,0.0003567482,0.001597533,0.001439181,0.0008108682,0.004020231,0.002249782,0.06257926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002142691,"about_ca_system_score_gemma":0.00240366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004241067,"about_ca_topic_score_gemma":0.003591674,"domain_scores_codex":[0.988689,0.000974614,0.0008174499,0.001905947,0.005099355,0.002513646],"domain_scores_gemma":[0.995647,0.0001756977,0.0001731043,0.001575738,0.0006041255,0.00182431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003194932,0.0005850369,0.0001574002,0.00007469308,0.0007008079,0.0001830011,0.0003917187,0.00009402931,0.0003151941,0.05885674,0.9376273,0.0006945563],"study_design_scores_gemma":[0.001203635,0.0005162182,0.0002356625,0.000194118,0.000018544,0.00008622861,0.00003943427,0.0000504272,0.0006773649,0.008326624,0.987772,0.0008797524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00350782,0.0003015767,0.00003505694,0.02216784,0.001706317,0.002477665,0.004734493,0.001062695,0.9640065],"genre_scores_gemma":[0.113385,0.00005435989,0.001331087,0.001000837,0.01326155,0.0007973629,0.005067641,0.001460068,0.8636421],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1098772,"threshold_uncertainty_score":0.9994733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5913449121679308,"score_gpt":0.4382603681996115,"score_spread":0.1530845439683193,"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."}}