{"id":"W4200337424","doi":"10.1002/essoar.10509061.1","title":"Imaging the northeast lobe of the Sudbury Structure through 2D and 2.5D visco-acoustic full-waveform inversion","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University; Western University","funders":"","keywords":"Preprint; Computer science; Geology; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000249267,0.0005035424,0.0003373454,0.001274739,0.0003061853,0.0007924549,0.0005307313,0.0004461852,0.001431687],"category_scores_gemma":[0.0007237187,0.0002533901,0.0004591858,0.0008374227,0.0002961617,0.000420111,0.0007234183,0.0005285292,0.0004622379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000353816,"about_ca_system_score_gemma":0.001826886,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02720989,"about_ca_topic_score_gemma":0.074128,"domain_scores_codex":[0.9998344,0.00001166619,0.000007589856,0.00003428222,0.00006401954,0.00004797902],"domain_scores_gemma":[0.9998224,0.00002407465,0.00002522311,0.00003067228,0.00006739847,0.00003021352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004443183,0.0005901021,0.1401162,0.0003037252,0.0003253029,0.002617487,0.001227956,0.2781056,0.3397028,0.006159385,0.009886676,0.2205204],"study_design_scores_gemma":[0.0001283885,0.0001206534,0.1570059,0.00006326351,0.0001133128,0.0005411965,0.0008592401,0.7967052,0.03104595,0.00174296,0.01153997,0.0001338954],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9392784,0.0001833604,0.04970219,0.0003772616,0.00009283707,0.00007035043,0.003617087,0.0009649115,0.00571368],"genre_scores_gemma":[0.9312519,0.0001674708,0.05964309,0.0001181068,0.00005571847,0.00005937363,0.006761049,0.0001356323,0.001807686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9727901,"threshold_uncertainty_score":0.05410302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01276550639103779,"score_gpt":0.2104851098589801,"score_spread":0.1977196034679423,"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."}}