{"id":"W4408428169","doi":"10.5194/egusphere-egu25-13071","title":"Influence of entrainment on the mean and seasonal variability in the Denmark Strait Overflow Water (DSOW) properties in the West Irminger Sea","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Entrainment (biomusicology); Oceanography; Climatology; Environmental science; Seasonality; Geology; Biology; Ecology; Rhythm","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001602606,0.0002423343,0.0001767371,0.0002845236,0.0002071716,0.000447659,0.0001937502,0.000265719,0.0003811654],"category_scores_gemma":[0.0005064855,0.0001642876,0.0003244046,0.0001842118,0.0002596111,0.0003226382,0.0004520458,0.0002339636,0.00005713368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004672701,"about_ca_system_score_gemma":0.0002785441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01960445,"about_ca_topic_score_gemma":0.01773424,"domain_scores_codex":[0.9999523,0.000004852302,0.000005196732,0.000019352,0.000007465588,0.00001074465],"domain_scores_gemma":[0.9998343,0.00004219489,0.00004628963,0.00001598891,0.00002023348,0.00004097086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006698667,0.0001996597,0.7894146,0.0000766621,0.0002565809,0.0006529607,0.0005898606,0.1174259,0.07885551,0.0005205556,0.0004334614,0.0109045],"study_design_scores_gemma":[0.00002748589,0.0001228968,0.8453124,0.00001103793,0.00005033246,0.00005939539,0.0002329981,0.1493712,0.004292248,0.00008165286,0.0004033311,0.0000350718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997236,0.00001305044,0.00005923758,0.000007730286,0.000001231398,0.000001096821,0.00005104773,0.000006891976,0.0001362603],"genre_scores_gemma":[0.9997666,0.0000109793,0.00006373207,0.000002575513,9.558479e-7,0.000001631556,0.00009334779,0.000001983396,0.00005820673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01960445,"threshold_uncertainty_score":0.03898066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311507479449785,"score_gpt":0.1976012311103467,"score_spread":0.1844861563158489,"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."}}