{"id":"W3191520970","doi":"10.21203/rs.3.rs-734367/v1","title":"The Impact of the Delta Change Approach on the Severity of Ice-jam Flooding Under Future Climate Scenarios","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Institute for Water Security; University of Saskatchewan","funders":"","keywords":"Flooding (psychology); Delta; Climate change; Environmental science; Environmental resource management; Natural resource economics; Climatology; Economics; Geology; Psychology; Engineering; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002271825,0.0002807672,0.0001760589,0.0006377058,0.0002273668,0.0007265793,0.0003747962,0.000357405,0.0005483669],"category_scores_gemma":[0.005707644,0.0001444332,0.000364573,0.0005831689,0.0003073619,0.0004162018,0.0004010744,0.0003915103,0.00004835925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001354616,"about_ca_system_score_gemma":0.0008001774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03618024,"about_ca_topic_score_gemma":0.03429425,"domain_scores_codex":[0.9992784,0.0004072941,0.00003009748,0.00007427506,0.0001529815,0.00005698289],"domain_scores_gemma":[0.997067,0.001887704,0.0002791318,0.0001764143,0.0004408371,0.0001488794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005332392,0.0001773242,0.2099219,0.00003744077,0.0001276181,0.0001498852,0.00007200775,0.7642946,0.00235781,0.001321082,0.0004917426,0.02051543],"study_design_scores_gemma":[0.00005449136,0.0004027833,0.125321,0.00001057109,0.00004919317,0.00004131126,0.0001159069,0.8703014,0.002668147,0.0004296591,0.0005810912,0.00002451209],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937388,0.00003970792,0.003373267,0.0001676644,0.00001333294,0.00002816202,0.0003746927,0.00006642935,0.002197929],"genre_scores_gemma":[0.9983109,0.00001632715,0.00134515,0.00001097662,0.000002860419,0.000008564127,0.0001644671,0.000004369204,0.0001364015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03618024,"threshold_uncertainty_score":0.07193929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08120089376169014,"score_gpt":0.3376821632395588,"score_spread":0.2564812694778686,"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."}}