{"id":"W2140474582","doi":"10.1190/tle31121418.1","title":"Seismic attribute expression of differential compaction","year":2012,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Geology; Compaction; Lithology; Overburden; Sedimentary rock; Petrology; Geomorphology; Paleontology","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":[],"consensus_categories":[],"category_scores_codex":[0.00009152257,0.00006380588,0.0001100068,0.00005003035,0.00004751332,0.000008786519,0.00008495495,0.00003542726,0.00005540558],"category_scores_gemma":[0.000007180761,0.00004167869,0.00005737219,0.0001185754,0.00001920733,0.0001113227,0.00001488617,0.00009561376,0.0001176805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002336322,"about_ca_system_score_gemma":0.000001857137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004038962,"about_ca_topic_score_gemma":0.000001267631,"domain_scores_codex":[0.9995852,0.00003116528,0.0001115519,0.00003827218,0.00009521383,0.0001385761],"domain_scores_gemma":[0.9997531,0.00002737491,0.00002435239,0.0001431473,0.00001061969,0.00004139233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001324856,0.0000659393,0.005914628,0.00008252586,0.0001077051,2.380628e-7,0.004274059,0.1720518,0.7975006,0.0001403418,0.01838127,0.001467683],"study_design_scores_gemma":[0.0002942717,0.00001248089,0.006248571,0.00005439265,0.00008383008,0.00000309903,0.000272569,0.3606603,0.6212417,0.00005090063,0.01088707,0.0001907865],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.939063,0.0001572225,0.05863017,0.00008462179,0.0004525012,0.00004175769,0.000002542798,0.0001084311,0.001459793],"genre_scores_gemma":[0.9993334,0.00002908653,0.00001933071,0.0000100342,0.0002151654,0.000003277725,0.000009824652,0.00001132816,0.0003685889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1886085,"threshold_uncertainty_score":0.1699608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0267610115896695,"score_gpt":0.2503358785679879,"score_spread":0.2235748669783184,"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."}}