{"id":"W2945900109","doi":"10.1525/elementa.354","title":"The Atlantic inflow across the Greenland-Scotland ridge in global climate models (CMIP5)","year":2019,"lang":"en","type":"article","venue":"Elementa Science of the Anthropocene","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climatology; Bathymetry; Ridge; North Atlantic oscillation; Climate model; Arctic; Oceanography; Coupled model intercomparison project; North Atlantic Deep Water; Climate change; Environmental science; Geology; Thermohaline circulation","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":[],"consensus_categories":[],"category_scores_codex":[0.001868332,0.0001526689,0.0001734335,0.00001972337,0.001274386,0.0001458215,0.001690494,0.00003306201,0.0001951678],"category_scores_gemma":[0.0000418337,0.00006654987,0.00007711548,0.0008124479,0.002039484,0.0004552618,0.0002473657,0.0001746004,0.00006830205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002956781,"about_ca_system_score_gemma":0.0001539516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006732516,"about_ca_topic_score_gemma":0.008236289,"domain_scores_codex":[0.9977363,0.00008602363,0.0003433698,0.0003034384,0.0007449891,0.0007858956],"domain_scores_gemma":[0.9989529,0.000150459,0.0001903798,0.0005869631,0.00005338125,0.000065938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003739174,0.00001519527,0.9887207,0.00001035535,0.000006995019,0.000001165967,0.0002663737,0.004941592,0.00003047002,0.0009788616,0.00007687911,0.004914039],"study_design_scores_gemma":[0.0004398681,0.00009331958,0.8872418,0.00005101555,0.00001099854,0.00002103618,0.002347098,0.1055333,0.0001354293,0.003707856,0.000274127,0.0001441366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939802,0.0001248193,0.00003382469,0.002349083,0.0007930298,0.000347876,0.0001539692,0.000009484959,0.00220768],"genre_scores_gemma":[0.9990549,0.00046775,0.0001048449,0.000276623,0.00004106109,9.735597e-7,0.000009660946,0.000002730206,0.00004142438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1014789,"threshold_uncertainty_score":0.9998817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008643271082008143,"score_gpt":0.2541154617542506,"score_spread":0.2454721906722425,"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."}}