{"id":"W4299348870","doi":"10.1016/j.quascirev.2022.107783","title":"Probabilistic investigation of global mean sea level during MIS 5a based on observations from Cave Hill, Barbados","year":2022,"lang":"en","type":"article","venue":"Quaternary Science Reviews","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Cave; Oceanography; Sea level; Probabilistic logic; Geology; Physical geography; Geography; Archaeology; Statistics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007288276,0.0001918192,0.0002993639,0.0009511499,0.0006124317,0.000569916,0.0005098915,0.0003135641,0.0005233969],"category_scores_gemma":[0.001640763,0.0002581373,0.000357825,0.001602007,0.0004122222,0.0002079901,0.0004755056,0.0002286331,0.000139712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001901043,"about_ca_system_score_gemma":0.002281637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7835825,"about_ca_topic_score_gemma":0.9007452,"domain_scores_codex":[0.9997788,0.00004064317,0.00001341545,0.00006943794,0.00005248629,0.00004526737],"domain_scores_gemma":[0.9988828,0.000316768,0.0002323375,0.00008081687,0.0003782838,0.0001089632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001879224,0.00001791198,0.9834396,0.00003956284,0.0001156924,0.0001232442,0.0005229038,0.008737225,0.001142343,0.0001906078,0.0005185449,0.004964462],"study_design_scores_gemma":[0.000004841344,0.000007924383,0.9961178,0.00001052948,0.00001680702,0.00001426215,0.0001491345,0.003288703,0.00005418292,0.00002113054,0.0003080437,0.000006620413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970363,0.0001230429,0.0003397921,0.00003629092,0.00000361255,0.000006208152,0.001417632,0.00001243163,0.001024727],"genre_scores_gemma":[0.9975218,0.0001047561,0.0004472085,0.000006507878,0.000002840008,0.000004530286,0.001630033,0.000005844995,0.0002764269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7835825,"threshold_uncertainty_score":0.435384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1156065587990773,"score_gpt":0.2895844960073507,"score_spread":0.1739779372082734,"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."}}