{"id":"W4377987102","doi":"10.1007/978-3-030-22767-8_340","title":"Water Security: Ethical Debates","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Water security; Political science; Environmental ethics; Engineering ethics; Philosophy; Engineering; Ecology; Biology; Water resources","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":[0.003955252,0.000922722,0.0006620981,0.001315773,0.004868882,0.01112834,0.001358347,0.01172454,0.01729702],"category_scores_gemma":[0.006017241,0.0004409096,0.0003598442,0.001852363,0.01655472,0.01099839,0.004263993,0.01145753,0.005405152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00671407,"about_ca_system_score_gemma":0.008541212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100573,"about_ca_topic_score_gemma":0.01671324,"domain_scores_codex":[0.9972427,0.001433836,0.00006190271,0.0002283105,0.0007725353,0.0002607489],"domain_scores_gemma":[0.9982987,0.001145422,0.00005596365,0.0001295657,0.0002721488,0.00009819182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001689452,0.000008260602,0.000007683252,0.00002396141,9.998795e-7,0.00001419221,0.0007628863,0.00007380965,0.00002265028,0.9037305,0.08854274,0.006810599],"study_design_scores_gemma":[0.000002445278,0.000002402935,0.00002677328,0.0001656045,0.000001143887,0.00001753811,0.0006513873,0.00009346139,0.00003316856,0.4777296,0.5212722,0.000004256558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0007036837,0.01974077,0.002752007,0.08533552,0.003748575,0.00003355255,0.00004338094,0.00002304544,0.8876195],"genre_scores_gemma":[0.05020723,0.01743734,0.002406926,0.07086693,0.005975983,0.0002670893,0.00009753388,0.000188308,0.8525527],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01729702,"threshold_uncertainty_score":0.05786431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03515216095375918,"score_gpt":0.2857694029511056,"score_spread":0.2506172419973464,"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."}}