{"id":"W7063132557","doi":"","title":"The vulnerability of Saskatoon's storm collection system to the alteration in future rainfall characteristics","year":2013,"lang":"en","type":"other","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Storm; Vulnerability (computing); Vulnerability assessment; Climate change; Precipitation; Event (particle physics)","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":[0.0004575579,0.0002988617,0.0001520119,0.0006278651,0.001128122,0.001415526,0.0006308702,0.0003045799,0.003370873],"category_scores_gemma":[0.001380799,0.0002396812,0.0002577195,0.001910103,0.0005872717,0.0004878267,0.0009215408,0.0003789208,0.0004683241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009925541,"about_ca_system_score_gemma":0.0106642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8635829,"about_ca_topic_score_gemma":0.9354905,"domain_scores_codex":[0.9996794,0.00004510159,0.00001660507,0.00005325219,0.00007256298,0.0001330728],"domain_scores_gemma":[0.9989176,0.0001584425,0.0001663159,0.0001094597,0.000474526,0.0001736154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003910115,0.00004526727,0.9174089,0.0000572489,0.000222241,0.001047583,0.00129907,0.02026419,0.007304991,0.001883285,0.005381387,0.0446949],"study_design_scores_gemma":[0.00001903965,0.00004590106,0.9749523,0.00003022776,0.00005038545,0.0001949206,0.003231802,0.01260924,0.00158924,0.0005361649,0.006697209,0.00004346862],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821731,0.00008752681,0.0005037137,0.0003771289,0.00002273536,0.00002931962,0.002024136,0.00004545402,0.0147369],"genre_scores_gemma":[0.9931509,0.000205043,0.0003819564,0.0001048267,0.000004818434,0.00001286912,0.0009110214,0.00002311609,0.005205423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8635829,"threshold_uncertainty_score":0.2744409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005614464477431196,"score_gpt":0.2253102301168958,"score_spread":0.2196957656394646,"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."}}