{"id":"W3211193993","doi":"10.1130/abs/2021am-368007","title":"LAND-LEVEL CHANGES DURING SIX MEGATHRUST EARTHQUAKES OVER THE LAST 3500 YEARS AT THE CASCADIA SUBDUCTION ZONE USING A DIATOM-BASED BAYESIAN TRANSFER FUNCTION","year":2021,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Subduction; Geology; Bayesian probability; Seismology; Diatom; Computer science; Oceanography; Artificial intelligence; Tectonics","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":[0.0005514086,0.0003179159,0.0001630968,0.0009194551,0.0001942144,0.0003364295,0.0003497524,0.0004778434,0.001321806],"category_scores_gemma":[0.001351585,0.0002263193,0.0004660948,0.0009094905,0.0002397861,0.0003538334,0.0003608346,0.0002854218,0.0002996938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008933333,"about_ca_system_score_gemma":0.0003543774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09092983,"about_ca_topic_score_gemma":0.1114356,"domain_scores_codex":[0.999856,0.00002845746,0.00001288021,0.0000628456,0.00002337082,0.00001644579],"domain_scores_gemma":[0.999529,0.0001224697,0.0001179333,0.00003028795,0.0001243172,0.0000759657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003174249,0.00008240152,0.9243172,0.00004372415,0.000266479,0.00007275619,0.0002634596,0.06236077,0.002338609,0.0002425234,0.000806131,0.00888852],"study_design_scores_gemma":[0.00001267544,0.00002466087,0.966593,0.000006949208,0.00003931179,0.00001527627,0.00008941117,0.03276807,0.0001505863,0.00006243888,0.0002255602,0.00001206682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971524,0.00003720075,0.0008350746,0.00005494852,0.000004196778,0.000004259008,0.001423623,0.00004038715,0.0004479102],"genre_scores_gemma":[0.99797,0.00002791506,0.0003254745,0.000005504723,0.000002981886,0.000003598375,0.001421891,0.000005532965,0.0002369874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09092983,"threshold_uncertainty_score":0.1808012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01571511634035919,"score_gpt":0.215179850981768,"score_spread":0.1994647346414088,"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."}}