{"id":"W2117327133","doi":"10.5194/cp-10-155-2014","title":"An inter-laboratory investigation of the Arctic sea ice biomarker proxy IP <sub>25</sub> in marine sediments: key outcomes and recommendations","year":2014,"lang":"en","type":"article","venue":"Climate of the past","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Vetenskapsrådet; Knut och Alice Wallenbergs Stiftelse; National Natural Science Foundation of China; Stockholms Universitet; National Science Foundation","keywords":"Sediment; Arctic; Oceanography; Geology; Environmental science; Geomorphology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.07223824,0.001552129,0.001072781,0.001465089,0.002106382,0.003672514,0.002234157,0.001735292,0.000961336],"category_scores_gemma":[0.03395492,0.0005940011,0.001338916,0.001686426,0.0024914,0.001565913,0.003180442,0.0009939489,0.0007766308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002566387,"about_ca_system_score_gemma":0.004890696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01021789,"about_ca_topic_score_gemma":0.01424588,"domain_scores_codex":[0.9397259,0.02992653,0.00534703,0.00692685,0.01658807,0.001485633],"domain_scores_gemma":[0.9404672,0.01051006,0.007293632,0.008133252,0.03226006,0.001335879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002453492,0.001821941,0.5094215,0.002294228,0.001746483,0.000526135,0.005041106,0.003297866,0.3667523,0.001519701,0.003477548,0.1016477],"study_design_scores_gemma":[0.0001144153,0.01086677,0.4315428,0.000661594,0.0014022,0.0008424232,0.00893682,0.005456725,0.50375,0.001929064,0.03420069,0.000296428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8420988,0.005846631,0.1235914,0.003311456,0.0005805977,0.005830619,0.00410407,0.0007216348,0.01391485],"genre_scores_gemma":[0.8345184,0.001390999,0.1479532,0.002364011,0.0002397087,0.00330876,0.003984175,0.0002406262,0.006000203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07223824,"threshold_uncertainty_score":0.3820369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01060561770304131,"score_gpt":0.2223886337416822,"score_spread":0.2117830160386409,"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."}}