{"id":"W1965390037","doi":"10.1002/ird.367","title":"Drainage in the Aral Sea Basin","year":2007,"lang":"en","type":"article","venue":"Irrigation and Drainage","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Structural basin; Drainage; Geology; Drainage basin; Hydrology (agriculture); Environmental science; Oceanography; Geography; Geomorphology; Cartography; Biology; Geotechnical engineering; Ecology","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":[0.002687018,0.00007293394,0.00007112826,0.00009974973,0.0004279821,0.0001947154,0.0001821511,0.00004557541,0.00006728579],"category_scores_gemma":[0.00004573448,0.00005695895,0.0000286,0.0003139583,0.0002700863,0.0001601185,0.00001937634,0.0001080247,0.00002746226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005385329,"about_ca_system_score_gemma":0.00001891186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002036242,"about_ca_topic_score_gemma":0.007442885,"domain_scores_codex":[0.998898,0.000204805,0.0001458345,0.0001539989,0.0003142911,0.000283065],"domain_scores_gemma":[0.9996638,0.0001096029,0.00003252426,0.0001220215,0.00001474679,0.00005733116],"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":[0.000009995824,0.00003126722,0.001573009,0.00001022116,0.000003063316,0.00003459138,0.06701777,0.000003977033,0.00002073971,0.9187526,0.0002007442,0.01234205],"study_design_scores_gemma":[0.0004482893,0.00002743726,0.1825787,0.00001435721,0.000007472888,0.000001562142,0.02356706,0.00004307811,0.00002968165,0.2451881,0.547958,0.0001363528],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1496791,0.00003071066,0.001490456,0.01251918,0.00007980037,0.0003517847,0.000001676565,0.00005208112,0.8357952],"genre_scores_gemma":[0.9958299,0.000001095535,0.0001612998,0.002122443,0.00009854202,0.000007741965,0.000005360447,0.000005455575,0.001768095],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8461508,"threshold_uncertainty_score":0.4153305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814943259674126,"score_gpt":0.296980023084971,"score_spread":0.2788305904882298,"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."}}