{"id":"W2903368538","doi":"10.1130/abs/2018am-323148","title":"A COMPARISON OF TECHNIQUES FOR ANALYSIS OF MG/CA RATIOS IN THE HIGH-LATITUDE CORALLINE ALGAL PROXY CLIMATE ARCHIVE <b>CLATHROMORPHUM</b>","year":2018,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Engineering Applied Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Proxy (statistics); Latitude; Geology; Environmental science; Computer science; Geodesy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005262116,0.0002112587,0.0007596809,0.00008257989,0.00005158388,0.00001412647,0.0003791555,0.0001445131,0.00002616643],"category_scores_gemma":[0.00004053416,0.0001369566,0.0002192324,0.001005698,0.001092586,0.00004999195,0.00005601366,0.0003592713,0.000001314478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002647909,"about_ca_system_score_gemma":0.00002325061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002464594,"about_ca_topic_score_gemma":0.00005036487,"domain_scores_codex":[0.9982119,0.00003796904,0.0006694003,0.0002411133,0.0003951387,0.0004445318],"domain_scores_gemma":[0.9987772,0.0004019174,0.0002695447,0.0003086116,0.000187837,0.00005495471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006710732,0.004104118,0.127005,0.002306234,0.004342161,0.000007219795,0.01157993,0.7446104,0.05213173,0.001030872,0.001673794,0.05053745],"study_design_scores_gemma":[0.00111113,0.006685111,0.1655342,0.0002293981,0.000655793,0.000002886535,0.001974027,0.7868079,0.03397223,0.0003196503,0.002146022,0.0005616992],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8826398,0.00008467482,0.1149259,0.0001670455,0.00001391943,0.001664014,0.00006342128,0.0001748504,0.0002664455],"genre_scores_gemma":[0.7482283,0.00004898491,0.2513463,0.00001846613,0.00002481844,0.0002093839,0.0001070338,0.00001536093,0.000001384026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1364204,"threshold_uncertainty_score":0.5584928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03080436561281405,"score_gpt":0.3183967479489204,"score_spread":0.2875923823361064,"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."}}