{"id":"W4213180280","doi":"10.1007/s10784-022-09564-9","title":"Reflecting on twenty years of international agreements concerning water governance: insights and key learning","year":2022,"lang":"en","type":"article","venue":"International Environmental Agreements Politics Law and Economics","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Corporate governance; Political science; Discipline; Public economics; Public administration; Business; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000236655,0.0001182798,0.0001240011,0.00006355668,0.0005523394,0.00009931887,0.0002815291,0.00002937207,0.0007654739],"category_scores_gemma":[0.000006633917,0.0001334038,0.00004247151,0.00001418205,0.0002843059,0.0002056975,0.0004851193,0.0001736734,0.00001512089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006499747,"about_ca_system_score_gemma":0.00001041818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001285443,"about_ca_topic_score_gemma":0.0001409284,"domain_scores_codex":[0.9987198,0.00007257199,0.0002960264,0.000286927,0.0003751,0.000249598],"domain_scores_gemma":[0.999644,0.00003677035,0.0001500475,0.00008119323,0.000006057788,0.00008193868],"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":[0.0001929766,0.0006076338,0.1653771,0.00002609435,0.0009737946,0.00003217497,0.06614213,0.01375334,0.001309696,0.7378079,0.000113302,0.01366392],"study_design_scores_gemma":[0.001216615,0.0001537725,0.01411881,0.00001686781,0.0000223621,0.000003574153,0.006214642,0.0007179852,0.0006201157,0.002687404,0.9739859,0.0002419365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9461799,0.00002908007,0.000009411685,0.0005900888,0.0005839608,0.0001446823,0.00008536137,0.00001240364,0.05236507],"genre_scores_gemma":[0.9957504,0.0003275327,0.00007913296,0.0007869831,0.0001327091,0.00001575011,0.0001016884,0.00001512547,0.002790653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9738726,"threshold_uncertainty_score":0.8381402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947883725104539,"score_gpt":0.2597059380156433,"score_spread":0.240227100764598,"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."}}