{"id":"W3203841483","doi":"10.53055/icimod.435","title":"Resource Constraints and Management Options in Mountain Watersheds of the Himalayas; Proceedings of a Regional Workshop held 8-9 December, 2003, in Kathmandu, Nepal","year":2005,"lang":"en","type":"report","venue":"","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kunming Institute of Botany, Chinese Academy of Sciences; Direktion für Entwicklung und Zusammenarbeit; University of British Columbia; International Development Research Centre; International Centre for Integrated Mountain Development","keywords":"Geography; Resource (disambiguation); Regional science; Environmental resource management; Environmental planning; Water resource management; Computer science; Environmental science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001074037,0.0002036548,0.0002435933,0.000372349,0.002765052,0.003264053,0.0005297599,0.0005255989,0.00331835],"category_scores_gemma":[0.001217635,0.0002191746,0.0001247347,0.00134313,0.0007603629,0.001009844,0.0009937515,0.0006557595,0.0001247122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003209526,"about_ca_system_score_gemma":0.004725924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06202244,"about_ca_topic_score_gemma":0.2238689,"domain_scores_codex":[0.9996929,0.0001512856,0.00001457398,0.00002519076,0.00004487327,0.0000712208],"domain_scores_gemma":[0.9993246,0.0004127453,0.00005949464,0.00001471487,0.00006629743,0.0001221937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005092441,0.001136866,0.1948378,0.00224571,0.0001969993,0.01677579,0.326548,0.01391276,0.005678792,0.03102452,0.1780676,0.2290661],"study_design_scores_gemma":[0.00005656892,0.0002303612,0.2550758,0.0005963503,0.00006810935,0.0009439166,0.455234,0.002451714,0.002717672,0.005303289,0.2772524,0.00006984537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9344247,0.007304542,0.0009145417,0.01497192,0.0001618358,0.0001885984,0.001033506,0.00001948726,0.04098097],"genre_scores_gemma":[0.9496109,0.01526101,0.001649838,0.0005769111,0.0001844474,0.0001530795,0.0006703771,0.00001279961,0.03188073],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06202244,"threshold_uncertainty_score":0.1233228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011311798339176,"score_gpt":0.2488608578537561,"score_spread":0.2287477398703643,"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."}}