{"id":"W4404322550","doi":"10.3390/environments11110253","title":"Advancing Water Security and Agricultural Productivity: A Case Study of Transboundary Cooperation Opportunities in the Kabul River Basin","year":2024,"lang":"en","type":"article","venue":"Environments","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"International Centre for Integrated Mountain Development","keywords":"Productivity; Agriculture; Water resource management; Water security; Structural basin; Agricultural productivity; Business; Environmental planning; Environmental resource management; Geography; Environmental science; Water resources; Geology; Economic growth; Economics; Ecology; Archaeology","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":[0.001105915,0.0004237819,0.0002999153,0.001191191,0.003579676,0.002207123,0.0009462531,0.001332136,0.001924505],"category_scores_gemma":[0.001540676,0.0002167037,0.0003951293,0.002693284,0.002104353,0.002055017,0.002483663,0.001074721,0.000112879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004335119,"about_ca_system_score_gemma":0.00224663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05270896,"about_ca_topic_score_gemma":0.1223595,"domain_scores_codex":[0.9990387,0.0005474501,0.00002266633,0.00004821047,0.00007906814,0.0002639592],"domain_scores_gemma":[0.9989687,0.0004491444,0.0001219923,0.00004981805,0.0001526602,0.0002577586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001129774,0.003526009,0.3836733,0.0008935055,0.0004163497,0.1637928,0.1287943,0.114525,0.009546527,0.07930793,0.01617593,0.0982186],"study_design_scores_gemma":[0.0001296852,0.0007961791,0.1968623,0.0003086567,0.000172371,0.00519432,0.6642364,0.06902968,0.002672621,0.01431844,0.04611814,0.0001612107],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944662,0.0001161431,0.0003936184,0.0005264459,0.000007163304,0.00002531791,0.00007421093,0.000007559091,0.00438338],"genre_scores_gemma":[0.9982176,0.0002582178,0.0004881136,0.00004561742,0.000004141416,0.00001800562,0.00004511925,0.000005636189,0.0009175096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05270896,"threshold_uncertainty_score":0.1048043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0214462783879843,"score_gpt":0.2552537604393235,"score_spread":0.2338074820513392,"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."}}