{"id":"W4283686939","doi":"10.1016/j.spc.2022.06.017","title":"Water allocation using ecological and agricultural value of water","year":2022,"lang":"en","type":"article","venue":"Sustainable Production and Consumption","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Value (mathematics); Agriculture; Environmental science; Ecology; Water resource management; Natural resource economics; Environmental engineering; Economics; Environmental economics; Mathematics; Biology; Statistics","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":[0.000795554,0.0002157138,0.0002945089,0.0008111166,0.000219221,0.001724262,0.0003930027,0.0004334189,0.004331264],"category_scores_gemma":[0.003680486,0.0001984226,0.0003393363,0.001118157,0.0005503401,0.001226339,0.000539813,0.000262801,0.0003119736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252991,"about_ca_system_score_gemma":0.0005583815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005297848,"about_ca_topic_score_gemma":0.0133472,"domain_scores_codex":[0.999563,0.0001912684,0.00001995164,0.00008266918,0.00006472196,0.00007839361],"domain_scores_gemma":[0.9991615,0.0004801729,0.0000781179,0.00007055231,0.0001230067,0.00008665313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001474137,0.0004455872,0.3884905,0.0002558399,0.0007631108,0.0002733125,0.0009136049,0.3003084,0.05164395,0.0736858,0.00149787,0.1802479],"study_design_scores_gemma":[0.00005609291,0.0002843144,0.3581103,0.0000563493,0.0002759959,0.000252148,0.001403641,0.5323225,0.01222695,0.09061518,0.004319475,0.00007709811],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720488,0.0001580643,0.01599801,0.0001859749,0.00001876418,0.00002235884,0.0001580786,0.0000231445,0.01138675],"genre_scores_gemma":[0.9979366,0.00002331521,0.0009601524,0.00001066811,0.000003874427,0.000005028342,0.00002261592,0.00001018352,0.001027468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005297848,"threshold_uncertainty_score":0.01448953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050879495791421,"score_gpt":0.2096553345346976,"score_spread":0.1991465395767834,"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."}}