{"id":"W7073792629","doi":"","title":"Subsurface ocean warming preceded Heinrich Events","year":2022,"lang":"en","type":"article","venue":"Kölner Universitäts PublikationsServer (Universität zu Köln)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermohaline circulation; Glacial period; North Atlantic Deep Water; Abrupt climate change; Glacier; Global warming; Ocean current; Climate change; Arctic","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003938645,0.0003592003,0.0004198207,0.0008676992,0.001706424,0.00006251341,0.0007094413,0.0001458051,0.003092456],"category_scores_gemma":[0.0001324782,0.0004426529,0.0002994267,0.002204865,0.00009593338,0.002951127,0.0009978669,0.000722619,0.0001423591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009936879,"about_ca_system_score_gemma":0.0004768806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004960984,"about_ca_topic_score_gemma":0.00005810421,"domain_scores_codex":[0.9970881,0.0002335351,0.0002858959,0.0007223072,0.0009829334,0.0006872356],"domain_scores_gemma":[0.9979814,0.0002177989,0.0002344354,0.0007397094,0.0002975753,0.0005290313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004666108,0.005999218,0.4671619,0.0005457281,0.004243552,0.004937243,0.01488518,0.03156036,0.002050356,0.1862517,0.2628794,0.0148192],"study_design_scores_gemma":[0.02965501,0.002938727,0.2957582,0.0003575855,0.003704543,0.001170638,0.0619549,0.01737341,0.001262842,0.004032583,0.5778418,0.00394982],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418995,0.0003614098,0.002221217,0.00953166,0.0007048319,0.0008841901,0.0002082712,0.0007200477,0.04346884],"genre_scores_gemma":[0.9645213,0.00003257279,0.001957617,0.0005606211,0.00008017766,0.000004188627,0.0008038983,0.00005442412,0.03198523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3149624,"threshold_uncertainty_score":0.9998025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01607200908270294,"score_gpt":0.2244207173971305,"score_spread":0.2083487083144276,"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."}}