{"id":"W3046863521","doi":"","title":"The Role of Preconditioning In The Variability of Labrador Sea Water Formation","year":2002,"lang":"en","type":"article","venue":"EGS General Assembly Conference Abstracts","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Oceanography; Geology; Environmental science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006502431,0.0001676372,0.0002862541,0.0004000203,0.0005089915,0.0009421752,0.0004043654,0.0004431887,0.00186362],"category_scores_gemma":[0.002383268,0.0001499262,0.0002862446,0.0005467132,0.0007401119,0.0005467768,0.0008342039,0.0002870716,0.000186719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001243981,"about_ca_system_score_gemma":0.00126491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06131572,"about_ca_topic_score_gemma":0.0815068,"domain_scores_codex":[0.9997153,0.00008605066,0.00002636812,0.00006298027,0.00001617318,0.00009317107],"domain_scores_gemma":[0.9988375,0.0002384338,0.0003603035,0.0001268819,0.0001686841,0.0002680819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001075633,0.0001074863,0.9700896,0.00003816787,0.0001355903,0.0001785367,0.0005902889,0.0032208,0.008901408,0.001603642,0.0006216932,0.01343727],"study_design_scores_gemma":[0.000006088303,0.00003309574,0.9986066,0.000003788181,0.00001421082,0.0000113491,0.0001308157,0.0005929039,0.000190704,0.00008354482,0.000323106,0.000003864941],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99843,0.0001021631,0.0001259672,0.0001782071,0.00000614667,0.000002552239,0.0001251366,0.00000814265,0.001021732],"genre_scores_gemma":[0.9997637,0.00002252597,0.00004676324,0.00002067022,0.000006387289,0.000001371421,0.00005340907,0.000004623472,0.00008044695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06131572,"threshold_uncertainty_score":0.1219177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02604909617304517,"score_gpt":0.2026111393219916,"score_spread":0.1765620431489464,"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."}}