{"id":"W4207073613","doi":"10.1016/j.jngse.2022.104428","title":"Attribute-assisted interpretation of deltaic channel system using enhanced 3D seismic data, offshore Nova Scotia","year":2022,"lang":"en","type":"article","venue":"Journal of Natural Gas Science and Engineering","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology; Submarine pipeline; Seismic attribute; Channel (broadcasting); Amplitude; Curvature; Canyon; Seismology; Seismic inversion; Anticline; Amplitude versus offset; Geomorphology; Petrology; Tectonics; Geotechnical engineering; Geometry; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001644827,0.000317082,0.000193832,0.001352931,0.0004096604,0.0007199226,0.0003141272,0.000275945,0.001311509],"category_scores_gemma":[0.0004631509,0.0002070424,0.000187343,0.001171104,0.000219531,0.0001935471,0.0003961411,0.0002161363,0.0003936244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006852334,"about_ca_system_score_gemma":0.002083129,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3267044,"about_ca_topic_score_gemma":0.5625946,"domain_scores_codex":[0.9999304,0.00000544709,0.000003593227,0.00001478612,0.00002674007,0.00001911047],"domain_scores_gemma":[0.9997481,0.00002511689,0.00002158104,0.00001937098,0.0001581845,0.00002776321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001117942,0.0002503653,0.295796,0.0003809123,0.0002049435,0.003416916,0.001942068,0.09727503,0.3539491,0.001275882,0.007084141,0.2373067],"study_design_scores_gemma":[0.00008417459,0.00004601403,0.7719133,0.00005394638,0.00009199853,0.0002816444,0.001274609,0.2082236,0.01265374,0.0003520996,0.004967478,0.00005728292],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833565,0.0001612513,0.00801465,0.0001476807,0.00005175424,0.00004707911,0.003017756,0.0005183616,0.004685001],"genre_scores_gemma":[0.9886044,0.0001082234,0.008530742,0.00002365608,0.000008657758,0.00001139111,0.0009806289,0.00004283354,0.001689538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6732956,"threshold_uncertainty_score":0.6496056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02001496601542982,"score_gpt":0.2327784562094101,"score_spread":0.2127634901939803,"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."}}