{"id":"W2501513583","doi":"10.1190/1.9781560801627.ch5","title":"Examples and Applications","year":2008,"lang":"en","type":"book-chapter","venue":"Society of Exploration Geophysicists eBooks","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007187577,0.0001979904,0.0002519954,0.00004250464,0.0001995846,0.00002419093,0.0001243567,0.0001501514,0.0001156658],"category_scores_gemma":[0.000001630976,0.0001940565,0.0001674122,0.00001498507,0.0004155244,0.0001412795,0.00001627181,0.0001718948,0.00006838366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004688792,"about_ca_system_score_gemma":0.00005542569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003020351,"about_ca_topic_score_gemma":0.000005934396,"domain_scores_codex":[0.9991055,0.000009187137,0.0002484224,0.0002778538,0.0002381121,0.0001209659],"domain_scores_gemma":[0.9992982,0.00006492961,0.0002447972,0.0002377296,0.00009830511,0.0000561044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000148321,0.00001234945,0.00009338013,0.0002321139,0.0001295726,0.00000141343,0.00305567,0.00002144582,0.0001102537,0.01661497,0.1370328,0.8426812],"study_design_scores_gemma":[0.0001355383,0.00008221812,0.0001069356,0.00009981071,0.00003678726,0.000005335192,0.0001962715,0.000815805,0.0005062636,0.07814854,0.9195348,0.0003317151],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002101838,0.001592467,0.005991707,0.0002191176,0.0001050522,0.0006681299,0.0002608332,0.000258046,0.9906945],"genre_scores_gemma":[0.05300536,0.0128048,0.02189765,0.005243785,0.001428501,0.0000447329,0.002527104,0.00007865045,0.9029694],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8423495,"threshold_uncertainty_score":0.7913396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03329290010844896,"score_gpt":0.2123529985458817,"score_spread":0.1790600984374327,"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."}}