{"id":"W4297996641","doi":"","title":"Participatory research for adaptive water management in a transition country. A case study from Uzbekistan","year":2010,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Esri (Canada)","funders":"","keywords":"Citizen journalism; Transition (genetics); Participatory management; Environmental resource management; Political science; Environmental planning; Geography; Business; Development economics; Psychology; Environmental science; Economics; Social psychology","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":[0.01163813,0.0004815907,0.0004503502,0.001119836,0.01782734,0.003511668,0.001154758,0.002488513,0.001701678],"category_scores_gemma":[0.005728068,0.0003782113,0.0004994517,0.001569766,0.006932848,0.001666624,0.004439821,0.001310132,0.0001798041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007849826,"about_ca_system_score_gemma":0.008952839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02460564,"about_ca_topic_score_gemma":0.06847805,"domain_scores_codex":[0.9893653,0.008708909,0.0002162762,0.0003239715,0.0003400958,0.001045359],"domain_scores_gemma":[0.9953236,0.002945113,0.0003810615,0.0002505404,0.0003452214,0.000754395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005372072,0.001205232,0.02449811,0.001305471,0.00006857586,0.03701062,0.7745259,0.003150027,0.005918565,0.03386377,0.004104036,0.1138126],"study_design_scores_gemma":[0.0001035246,0.000884041,0.02243829,0.0007569857,0.00004144643,0.003558055,0.8962914,0.001307521,0.001289245,0.004899272,0.06835457,0.00007573536],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720739,0.001697094,0.005154977,0.00436991,0.0001247597,0.001047391,0.00006019326,0.00002068658,0.01545098],"genre_scores_gemma":[0.9911823,0.0004634521,0.005949893,0.0002927794,0.000008235204,0.0003628675,0.00001638811,0.000005855048,0.001718178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02460564,"threshold_uncertainty_score":0.06154901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09499873267654914,"score_gpt":0.3509013378404425,"score_spread":0.2559026051638934,"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."}}