{"id":"W2030646354","doi":"10.1080/02508060.2011.599312","title":"Governance of transboundary aquifers: new challenges and new opportunities","year":2011,"lang":"en","type":"article","venue":"Water International","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Future Earth; Queen's University","funders":"","keywords":"Aquifer; Corporate governance; Articulation (sociology); Environmental planning; Scale (ratio); State (computer science); Business; Environmental resource management; Political science; Groundwater; Environmental science; Water resource management; Engineering; Geography; Computer science; Law; Finance","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002174581,0.00009592444,0.0001119455,0.00005915308,0.00008213046,0.00007176752,0.0003661949,0.00004321514,0.00124839],"category_scores_gemma":[0.000006756339,0.0000797865,0.00004821916,0.00001868342,0.0002746182,0.0004512022,0.00005182439,0.0000590261,0.00001756286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000039893,"about_ca_system_score_gemma":0.00009213867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006052363,"about_ca_topic_score_gemma":0.001995423,"domain_scores_codex":[0.9989842,0.00004240613,0.0001889178,0.0001787424,0.0004083281,0.0001973753],"domain_scores_gemma":[0.9996815,0.00001171784,0.00004548503,0.0001032051,0.00003807338,0.0001200477],"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":[0.0001186357,0.00009351281,0.001205414,0.00003815821,0.0002417321,0.00002280527,0.376394,0.000001770235,0.000242342,0.4377291,0.003040463,0.1808721],"study_design_scores_gemma":[0.0004524528,0.00004794679,0.009553269,0.00003887107,0.00002099466,0.000002186743,0.003871482,0.000002416315,0.00202845,0.01753984,0.9663031,0.0001389674],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1983267,0.002322737,0.001637606,0.05076284,0.001416008,0.0003663841,0.00003114064,0.0001518018,0.7449847],"genre_scores_gemma":[0.9643863,0.002202834,0.0009223912,0.000226412,0.0002760662,0.000003881325,0.000006888054,0.00001197137,0.03196324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9632627,"threshold_uncertainty_score":0.9996646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1918786348704263,"score_gpt":0.2838484811718538,"score_spread":0.09196984630142752,"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."}}