{"id":"W1912142716","doi":"10.3233/ajw-2012-9_3_10","title":"Melting Away of Himalayan Glaciers and Resulting Water Shortages in India and Pakistan","year":2012,"lang":"en","type":"article","venue":"Asian Journal of Water Environment and Pollution","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Glacier; Economic shortage; Water scarcity; Geography; Geology; Physical geography; Environmental science; Archaeology; Philosophy","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":[0.0001013604,0.00009953402,0.0001002982,0.0007789473,0.001316038,0.0007491711,0.0002004811,0.00019707,0.001856382],"category_scores_gemma":[0.0002260504,0.0001381896,0.0001280443,0.001762756,0.000590254,0.0004200942,0.0006203123,0.0003770738,0.0001258093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009979454,"about_ca_system_score_gemma":0.001489459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06095504,"about_ca_topic_score_gemma":0.09526292,"domain_scores_codex":[0.9998757,0.00001720708,0.000009136877,0.00001372822,0.00002092537,0.00006327184],"domain_scores_gemma":[0.9997931,0.0000315778,0.00007531483,0.000008135824,0.00002428362,0.00006750321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001721521,0.0001681905,0.9244989,0.0002681335,0.00006928886,0.01633079,0.01408967,0.001287419,0.003340209,0.004589917,0.004373066,0.03081224],"study_design_scores_gemma":[0.000009051359,0.00004848465,0.9637408,0.00003889396,0.00001940876,0.002135751,0.02627927,0.0002379916,0.0005111502,0.0006173085,0.006343348,0.00001857562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929812,0.0003862364,0.0000550175,0.0007484732,0.00001242974,0.000007562443,0.0002073497,0.000005774851,0.005595996],"genre_scores_gemma":[0.9987356,0.000533845,0.00004333436,0.00006813402,0.000009078248,0.000002593091,0.00009231878,0.000001265093,0.0005138498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06095504,"threshold_uncertainty_score":0.1212005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009320773658566034,"score_gpt":0.2001753711274981,"score_spread":0.1908545974689321,"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."}}