{"id":"W4376854581","doi":"10.53055/icimod.1027","title":"ICIMOD strategy 2030: Moving mountains","year":2023,"lang":"en","type":"book","venue":"","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission; International Development Research Centre; World Bank Group","keywords":"Climate change; Political science; Government (linguistics); Private sector; Work (physics); Poverty; Environmental planning; Economic growth; Geography; Engineering; Economics","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":[0.004823957,0.001462883,0.0004478142,0.001581964,0.002651448,0.01193673,0.003393807,0.007430676,0.04956857],"category_scores_gemma":[0.005268978,0.0003783925,0.001068975,0.00111868,0.0009630884,0.004736084,0.007371381,0.004641213,0.02529392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007375172,"about_ca_system_score_gemma":0.04141238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04705039,"about_ca_topic_score_gemma":0.04262259,"domain_scores_codex":[0.9977955,0.0002496634,0.0000715524,0.0001019875,0.0009498162,0.0008314734],"domain_scores_gemma":[0.9980761,0.0001141665,0.0000792083,0.00007968259,0.0007573294,0.0008934915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006772427,0.0001115202,0.0004093257,0.000383435,0.00001271712,0.0002921789,0.0003659244,0.0007820709,0.0004678156,0.04541664,0.8861439,0.0655468],"study_design_scores_gemma":[0.00001441957,0.00004819315,0.0004160632,0.0001706495,0.000003988361,0.00004519404,0.0003616769,0.0001764868,0.0002103975,0.003227452,0.995314,0.00001149036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007200166,0.006429114,0.005362837,0.1165724,0.01312517,0.001219379,0.007849409,0.002835165,0.8394063],"genre_scores_gemma":[0.09207392,0.01114672,0.04559864,0.1265421,0.002060262,0.002518641,0.02626915,0.001827986,0.6919627],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04956857,"threshold_uncertainty_score":0.1658234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690794749940586,"score_gpt":0.2482834321769312,"score_spread":0.2313754846775254,"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."}}