{"id":"W4283733638","doi":"10.3390/min12070836","title":"Seismic Response Models and the AVO Simulation of Coal-Bearing Reservoirs","year":2022,"lang":"en","type":"article","venue":"Minerals","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Polit National Laboratory for Marine Science and Technology; China Scholarship Council; National Natural Science Foundation of China; University of Calgary","keywords":"Geology; Coal; Bearing (navigation); Coal mining; Petroleum engineering; Seismology; Seismic to simulation; Mining engineering; Petrology; Geotechnical engineering; Seismic inversion","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001246246,0.00005236559,0.0001000658,0.00006843062,0.0002091442,0.00001733483,0.0001300713,0.00001385361,0.0003609658],"category_scores_gemma":[0.00006136092,0.00003664357,0.00002879089,0.0001055265,0.0001023243,0.0001123604,0.00003548455,0.00009703701,0.000002975207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003194642,"about_ca_system_score_gemma":0.00001644254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004670448,"about_ca_topic_score_gemma":0.00001037477,"domain_scores_codex":[0.9991542,0.0003232205,0.0001354699,0.0001091308,0.0001780515,0.00009992648],"domain_scores_gemma":[0.9992923,0.0004695735,0.00005999521,0.000138566,0.00001699529,0.00002261089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005367442,0.000002895266,0.001852525,0.000003884712,0.00000400964,0.000001086338,0.0005811422,0.9911265,0.0001367171,0.00003483819,0.00479635,0.0009233156],"study_design_scores_gemma":[0.0003342476,0.00005029628,0.0008289717,0.000004512405,0.000005182605,0.000005050514,0.000301378,0.9800115,0.0004267308,0.004381474,0.01360128,0.00004932952],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930802,0.0003920043,0.0009019061,0.002543762,0.00006068735,0.0001190969,0.00002733013,0.00003693258,0.00283809],"genre_scores_gemma":[0.9968819,0.00001677046,0.0001672683,0.001168474,0.00001325025,0.000001803957,0.00001382217,0.000002000843,0.001734712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01111495,"threshold_uncertainty_score":0.7060351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02987932051919634,"score_gpt":0.2445333999293039,"score_spread":0.2146540794101076,"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."}}