{"id":"W2070349084","doi":"10.1190/1.3496910","title":"Introduction to this special section: Multicomponent seismic","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Section (typography); Seismic wave; Geology; Conversation; Seismology; Seismic energy; Energy (signal processing); Geophysics; Dispersive body waves; Acoustics; Computer science; Physics; Communication","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003759511,0.00008048783,0.00007863358,0.00007300539,0.0002639241,0.00005981385,0.0002035529,0.0000430481,0.005341558],"category_scores_gemma":[0.00004891323,0.00005472187,0.00003133644,0.000144598,0.000067332,0.000108935,0.00001199356,0.0003245195,0.004469463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006229165,"about_ca_system_score_gemma":0.00001222581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001201096,"about_ca_topic_score_gemma":0.00009460404,"domain_scores_codex":[0.9993717,0.00003781113,0.00009858077,0.0001788424,0.0001339863,0.000179071],"domain_scores_gemma":[0.9996067,0.00005215685,0.00002992632,0.0002273948,0.00002142061,0.00006240457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001554474,0.000005568661,0.001371752,0.000002094883,0.000003682575,9.606515e-7,0.0005250727,0.0001596921,0.003143769,0.00004870955,0.9048044,0.08991873],"study_design_scores_gemma":[0.0000535396,0.00003293462,0.00338998,0.000003273867,0.000005541212,0.00003233954,0.00004911377,0.008607588,0.008256015,0.0001830603,0.9792978,0.00008876952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8561903,0.00002627727,0.001212289,0.05366074,0.02633397,0.0002736462,0.00001151743,0.0004391768,0.06185211],"genre_scores_gemma":[0.9438651,0.000007332555,0.001364669,0.004587211,0.03874074,0.000001457215,0.00002323454,0.000005036602,0.01140523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08982997,"threshold_uncertainty_score":0.9963056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01283277731457842,"score_gpt":0.2230222787859582,"score_spread":0.2101895014713797,"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."}}