{"id":"W3097554200","doi":"10.1130/abs/2020am-353769","title":"ASSESSING TEMPORAL VARIABILITY OF COASTAL DEFORMATION DURING MEGATHRUST EARTHQUAKES AT THE CASCADIA SUBDUCTION ZONE USING A DIATOM BAYESIAN TRANSFER FUNCTION","year":2020,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Subduction; Geology; Seismology; Deformation (meteorology); Diatom; Bayesian probability; Bathymetry; Oceanography; Computer science; Tectonics; Artificial intelligence","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":[0.001006491,0.0002997058,0.0001793033,0.0008841046,0.000264663,0.0003707401,0.0003849143,0.0004600703,0.0005958098],"category_scores_gemma":[0.002725513,0.0002839935,0.0002807303,0.0007507434,0.0001725569,0.0004035367,0.0004618198,0.000340653,0.0001211152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005926848,"about_ca_system_score_gemma":0.0005301812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02448697,"about_ca_topic_score_gemma":0.03251415,"domain_scores_codex":[0.9998331,0.00004362867,0.00001077456,0.00005520106,0.00003646272,0.00002085973],"domain_scores_gemma":[0.9991614,0.0004392123,0.0001204079,0.00005610241,0.0001323095,0.00009052756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007473311,0.0002885737,0.6664963,0.0000468787,0.0002383632,0.0001306904,0.0004121423,0.2622251,0.01622759,0.0007958492,0.0004816555,0.05190952],"study_design_scores_gemma":[0.00002223467,0.00009118397,0.5390245,0.000006469485,0.00003428077,0.00002925972,0.0001346348,0.4591996,0.001043204,0.000219021,0.000171214,0.0000243811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952906,0.00001297845,0.004086086,0.00003221432,0.000001934096,0.000004834917,0.0001381286,0.0000283763,0.0004048527],"genre_scores_gemma":[0.9984477,0.00001321921,0.001077977,0.000003178181,0.000001685704,0.000004980258,0.0002645407,0.000005696287,0.0001811241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02448697,"threshold_uncertainty_score":0.04868883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04033925638767341,"score_gpt":0.2827612326354091,"score_spread":0.2424219762477357,"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."}}