{"id":"W4254863618","doi":"10.5194/cpd-9-5263-2013","title":"An inter-laboratory investigation of the Arctic sea ice biomarker proxy IP <sub>25</sub> in marine sediments: key outcomes and recommendations","year":2013,"lang":"en","type":"preprint","venue":"","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Natural Science Foundation of China; National Science Foundation","keywords":"Sediment; Arctic; Oceanography; Environmental science; The arctic; Geology; 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":[0.07236303,0.001618389,0.001086841,0.001440865,0.002019704,0.003824238,0.002319066,0.001853676,0.001028504],"category_scores_gemma":[0.03204117,0.0005541259,0.001394465,0.001694331,0.002384793,0.001723699,0.003051311,0.001057378,0.0007763371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002744295,"about_ca_system_score_gemma":0.005224617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0106692,"about_ca_topic_score_gemma":0.01513766,"domain_scores_codex":[0.9441757,0.02783239,0.004873906,0.006097863,0.01557303,0.001447108],"domain_scores_gemma":[0.9443071,0.01015887,0.006532963,0.00732873,0.03039116,0.001281109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00258155,0.002118803,0.4732371,0.00280473,0.001807198,0.000643146,0.00512759,0.003680287,0.3820908,0.001836639,0.004476896,0.1195951],"study_design_scores_gemma":[0.000116537,0.01128812,0.3895956,0.0008061529,0.001449595,0.0008888803,0.00992797,0.005636069,0.5371118,0.002363085,0.04049631,0.0003198787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8227763,0.008141116,0.1340129,0.004948099,0.0006931414,0.006714304,0.005081561,0.0008000737,0.01683239],"genre_scores_gemma":[0.8212703,0.001899917,0.1588056,0.002937697,0.0002519657,0.003371853,0.004281857,0.0002462118,0.006934538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07236303,"threshold_uncertainty_score":0.3826969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02566797052518887,"score_gpt":0.2681394042221702,"score_spread":0.2424714336969813,"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."}}