{"id":"W4405284695","doi":"10.22541/essoar.172478008.89731544/v2","title":"Migration of deep convection center in subpolar North Atlantic around 6 ka suggested by a dinocyst proxy of mixed layer depth","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Proxy (statistics); Geology; Dinocyst; Mixed layer; Oceanography; Climatology; Biology; Ecology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000110207,0.0001264283,0.0001127827,0.0005681788,0.0002496601,0.0004389935,0.00009815901,0.000145911,0.001084934],"category_scores_gemma":[0.0002914017,0.00008588747,0.0001157113,0.0003248661,0.0001416079,0.0002095975,0.0003510115,0.0001270674,0.0001437737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000223073,"about_ca_system_score_gemma":0.0001932832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01039239,"about_ca_topic_score_gemma":0.02601327,"domain_scores_codex":[0.999964,0.000004214684,0.000002446441,0.00001517581,0.000004230616,0.000009985243],"domain_scores_gemma":[0.9998617,0.00001370798,0.00004585669,0.000009544053,0.00002813947,0.00004094952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001039387,0.000007415494,0.9772714,0.00001615358,0.00002211298,0.00009013783,0.0004490447,0.0002364434,0.01574561,0.0001282043,0.0001187586,0.005810818],"study_design_scores_gemma":[0.000001370933,0.000005839886,0.9988631,0.000003497887,0.000004906808,0.00002798522,0.0001557923,0.0003980937,0.0002533669,0.000024509,0.0002600554,0.000001470933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989736,0.00009077974,0.0001522332,0.00001688572,0.000004929472,0.00000133268,0.0001284999,0.000008276454,0.000623561],"genre_scores_gemma":[0.9995778,0.00003598613,0.0001428673,0.00000420986,0.000002670795,0.000001079185,0.0001240561,0.00000201838,0.0001094168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01039239,"threshold_uncertainty_score":0.0206638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02118940705383921,"score_gpt":0.2171311527742418,"score_spread":0.1959417457204026,"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."}}