{"id":"W3161004240","doi":"10.5194/egusphere-egu21-10357","title":"Towards more physically constrained freshwater injection via eddy permitting simulations of the last glacial cycle","year":2021,"lang":"en","type":"article","venue":"","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Younger Dryas; Freshwater ecosystem; Surface runoff; Freshwater fish; Glacial period; Geology; Climate change; Environmental science; Oceanography; Climatology; Geomorphology; Ecology; Ecosystem; Fishery","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":[0.0006078673,0.0005222412,0.0005787861,0.0003761092,0.0005550483,0.001119298,0.0009651129,0.001164738,0.001701466],"category_scores_gemma":[0.002642001,0.0003753261,0.0007002499,0.0005616452,0.0006894009,0.0006177836,0.0006441425,0.0009859364,0.0001523997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000899608,"about_ca_system_score_gemma":0.00125034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03822445,"about_ca_topic_score_gemma":0.02642708,"domain_scores_codex":[0.9998641,0.0000651398,0.000008646925,0.00002372467,0.00001592653,0.00002238139],"domain_scores_gemma":[0.9991655,0.0004431037,0.0001075766,0.0001015626,0.00008497017,0.00009729157],"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":[0.0000550537,0.0000563266,0.002933315,0.00001405838,0.00003019319,0.00003207431,0.00002722706,0.993429,0.0007449856,0.001567094,0.0001916823,0.0009190558],"study_design_scores_gemma":[0.00002941749,0.00001014583,0.0004381471,0.000002474291,0.000004293287,0.000002158598,0.000007528639,0.9988073,0.0001297603,0.0004106023,0.0001525421,0.000005578698],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9500812,0.0001316676,0.03669851,0.0006767597,0.0001072098,0.00008483026,0.001115489,0.0006735281,0.01043075],"genre_scores_gemma":[0.9830368,0.00005605759,0.01544426,0.0001169556,0.00002801285,0.00007808489,0.0003692523,0.00009310435,0.0007775659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03822445,"threshold_uncertainty_score":0.07600391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325111362282604,"score_gpt":0.2528017730068648,"score_spread":0.2395506593840387,"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."}}