{"id":"W6998751357","doi":"","title":"Approaches to model non-uniqueness and site complexity for non-invasive shear-wave depth profiling","year":2022,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Residual; Microtremor; Dispersion (optics); Bayesian probability; Seismic inversion; Spatial variability; Surface wave; Homogeneous","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00715094,0.0009723327,0.001120773,0.00134426,0.0008895798,0.001982357,0.00329862,0.001276942,0.001485345],"category_scores_gemma":[0.02109001,0.001083376,0.001498686,0.001206732,0.001619163,0.002112235,0.003638959,0.002303029,0.0002209632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002009635,"about_ca_system_score_gemma":0.002859055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0135686,"about_ca_topic_score_gemma":0.02723545,"domain_scores_codex":[0.9972548,0.001383587,0.0001368235,0.0006048906,0.0004423491,0.0001775738],"domain_scores_gemma":[0.9847614,0.01042653,0.002028713,0.001506852,0.0009292357,0.0003473348],"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":[0.00005758739,0.0001321394,0.01928179,0.00006619324,0.0002081009,0.0001810302,0.0004367656,0.8861775,0.002423229,0.04801621,0.0005374889,0.04248197],"study_design_scores_gemma":[0.000005465223,0.00002961481,0.001452451,0.000006688485,0.00001210285,0.00002785373,0.00005012208,0.9809537,0.0002462998,0.01681609,0.0003850134,0.00001456808],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04497706,0.00003408469,0.9538199,0.00013794,0.000007641448,0.0001275519,0.0001338529,0.0001140189,0.0006479297],"genre_scores_gemma":[0.4722977,0.00007922613,0.524262,0.00009848471,0.00005045269,0.0006510923,0.0004538794,0.000110596,0.001996654],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0135686,"threshold_uncertainty_score":0.03781819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2865524786841789,"score_gpt":0.2868240826691135,"score_spread":0.000271603984934532,"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."}}