{"id":"W2318072106","doi":"10.1190/sbgf2011-255","title":"Near-surface S-wave velocity models from two uphole surveys","year":2011,"lang":"en","type":"article","venue":"","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Ecopetrol","keywords":"Surface wave; Surface (topology); Geology; Computer science; Physics; Optics; Geometry; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004118742,0.0001240152,0.0001792297,0.00001186259,0.0001385131,0.00006535372,0.0001734927,0.00004908468,0.02459422],"category_scores_gemma":[0.000007796386,0.00009356035,0.00009182671,0.0001805827,0.00006596249,0.0002497708,0.0000143863,0.00009397724,0.001009601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002108506,"about_ca_system_score_gemma":0.00003185661,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2603939,"about_ca_topic_score_gemma":0.009183135,"domain_scores_codex":[0.9989582,0.000138512,0.0001711011,0.0002842974,0.0001883807,0.0002595662],"domain_scores_gemma":[0.9994497,0.00007967819,0.00004612062,0.0002461577,0.00003002744,0.0001483382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003628311,0.00005369604,0.8140396,0.000004739199,0.0002411344,0.00006457628,0.001513635,0.1027291,0.00003320658,0.0003922129,0.002595369,0.07829639],"study_design_scores_gemma":[0.0001434347,0.00001882602,0.3059791,0.000002052831,0.00001982786,9.062221e-7,0.0001610549,0.6814004,0.0001105105,0.0115473,0.0004702662,0.0001463672],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.903795,0.000180093,0.0101684,0.00006421524,0.0001326686,0.00004265814,0.0002085402,0.00005433587,0.08535407],"genre_scores_gemma":[0.9836839,0.00003887187,0.01362262,0.0003926818,0.00005396855,6.494859e-8,0.0001921403,0.00000302843,0.002012691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5786712,"threshold_uncertainty_score":0.9997683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07485732610646706,"score_gpt":0.2109049703892844,"score_spread":0.1360476442828174,"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."}}