{"id":"W2239292130","doi":"10.5539/esr.v5n1p57","title":"The Comparison between Full-Stack Data and Pure P-Wave Data on Deeply Buried Ordovician Paleokarst Reservoir Prediction","year":2016,"lang":"en","type":"article","venue":"Earth Science Research","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Drilling; Structural basin; Stack (abstract data type); Tarim basin; Carbonate; Amplitude; Seismology; Karst; Ordovician; Geomorphology; Petrology; Geochemistry; Paleontology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01135718,0.000138737,0.0001615413,0.0003003135,0.002376018,0.0006387127,0.003250793,0.00006981869,0.0001919112],"category_scores_gemma":[0.001468142,0.00007357963,0.00001407272,0.00113584,0.002838127,0.001469408,0.0008376718,0.0004969449,0.0002932902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000120173,"about_ca_system_score_gemma":0.000361408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107119,"about_ca_topic_score_gemma":0.000974415,"domain_scores_codex":[0.9954833,0.0003744932,0.0002892383,0.001008583,0.001930875,0.0009134776],"domain_scores_gemma":[0.9954109,0.001439308,0.00007596619,0.002521067,0.0002139969,0.0003387473],"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":[0.00008244222,0.00001580206,0.3318987,0.000008845812,0.000009382046,0.000007662067,0.0001687323,0.000005295451,0.0004399731,0.00008036046,0.07429161,0.5929912],"study_design_scores_gemma":[0.0003015138,0.0006124254,0.3797643,0.000128248,0.000006824049,0.00001100742,0.0007440578,0.09498437,0.001368554,0.001129048,0.5207534,0.0001962242],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9469174,0.0008606649,0.001008158,0.03526969,0.0004339613,0.0008267979,0.002157066,0.000252533,0.01227381],"genre_scores_gemma":[0.99736,0.000498602,0.0008230104,0.0001497899,0.000318547,0.000001402638,0.0002157807,0.00000499853,0.0006278539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.592795,"threshold_uncertainty_score":0.9998756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2086307222870614,"score_gpt":0.3762333406383099,"score_spread":0.1676026183512485,"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."}}