{"id":"W3134845366","doi":"10.5194/egusphere-egu21-12852","title":"Combined Migration of GPR data for layered media","year":2021,"lang":"en","type":"article","venue":"","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Physics; Biophysics; Biology","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":[0.0008709713,0.001451033,0.0006782777,0.002789305,0.0002919498,0.001481844,0.0007434567,0.001094831,0.001756829],"category_scores_gemma":[0.002166194,0.0002914873,0.0009721873,0.002098008,0.000276238,0.001240613,0.001363118,0.0006375949,0.001951201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003018231,"about_ca_system_score_gemma":0.0003829359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002409795,"about_ca_topic_score_gemma":0.003185819,"domain_scores_codex":[0.9993362,0.0001140755,0.0000463625,0.0001335592,0.0002693507,0.0001004758],"domain_scores_gemma":[0.9993036,0.00007955539,0.00007144813,0.0002035616,0.0003022765,0.00003962778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001531171,0.0004479322,0.02690766,0.001093371,0.0007190586,0.001534188,0.0005448992,0.106378,0.2835104,0.002834657,0.01212185,0.5623767],"study_design_scores_gemma":[0.0001165206,0.0004667999,0.06316984,0.0001909749,0.0004345383,0.001755983,0.0008560671,0.7561864,0.1464603,0.003833707,0.02620741,0.0003213683],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5527787,0.001972702,0.4139515,0.0007909467,0.001158457,0.0003760816,0.009284389,0.008760573,0.01092683],"genre_scores_gemma":[0.6220365,0.0009275155,0.3565805,0.00015885,0.0002837879,0.0001418996,0.01493392,0.0006641404,0.004272883],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002789305,"threshold_uncertainty_score":0.005877137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06235073284389766,"score_gpt":0.3004296873066936,"score_spread":0.2380789544627959,"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."}}