{"id":"W3011901444","doi":"","title":"ClimEx - Climate change and hydrological extreme events - risks and perspectives for water management in Bavaria and Québec","year":2017,"lang":"en","type":"article","venue":"Espace ÉTS (ETS)","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Climate change; Risk management; Environmental science; Environmental resource management; Water resource management; Geography; Environmental planning; Business; Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008278555,0.0002405798,0.0002469693,0.0009703916,0.0007438432,0.001982282,0.0004199192,0.0003662413,0.007014605],"category_scores_gemma":[0.00175695,0.0001250269,0.000217214,0.002219945,0.0004155496,0.0007101274,0.0004686052,0.0006157121,0.0002446362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0254546,"about_ca_system_score_gemma":0.02259073,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9909429,"about_ca_topic_score_gemma":0.9906111,"domain_scores_codex":[0.9996572,0.0001124127,0.00001172934,0.00002927668,0.00008772075,0.0001018081],"domain_scores_gemma":[0.9991198,0.000225429,0.00008211091,0.000025072,0.0003773064,0.0001702816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007630006,0.0002110964,0.4599928,0.0004205838,0.0004826665,0.000784772,0.001113663,0.04049985,0.001355951,0.0745876,0.1498899,0.2698982],"study_design_scores_gemma":[0.0001013841,0.00004867235,0.7706145,0.0004493408,0.0001277775,0.0001458645,0.002469292,0.02731466,0.0005907944,0.005878562,0.1921846,0.00007459462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6245111,0.06689933,0.00780513,0.07833219,0.000772415,0.000135054,0.06102917,0.0004005511,0.1601151],"genre_scores_gemma":[0.9367395,0.01671477,0.002104505,0.00104963,0.000116973,0.00003954265,0.006457232,0.00006888913,0.03670895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0254546,"threshold_uncertainty_score":0.184687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0631945632734892,"score_gpt":0.2769424969247907,"score_spread":0.2137479336513015,"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."}}