{"id":"W2033535555","doi":"10.1190/tle29080986.1","title":"SEG/EAGE DISC enthusiastically received in China","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Affairs Canada","funders":"","keywords":"Beijing; Presentation (obstetrics); China; Geology; Borehole; Seismology; History; Archaeology; Paleontology; Medicine; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003710586,0.00008490014,0.0001260663,0.00005417645,0.0001119011,0.00005854234,0.0002783196,0.00004439639,0.001843566],"category_scores_gemma":[0.00009639826,0.00004972455,0.00005371619,0.0002280735,0.00009115301,0.00007887799,0.00001144116,0.0003214372,0.0009189831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001780577,"about_ca_system_score_gemma":0.00001475824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001002567,"about_ca_topic_score_gemma":0.003600831,"domain_scores_codex":[0.9993035,0.00004798406,0.000132474,0.000157676,0.0001157019,0.0002426909],"domain_scores_gemma":[0.9995288,0.0001637529,0.00003334664,0.0002043533,0.000006445963,0.00006327901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008841212,0.00009234111,0.7504094,0.00003161321,0.00009088685,0.00009883026,0.008097642,0.005233792,0.007787964,0.002014427,0.008970671,0.217084],"study_design_scores_gemma":[0.0001439079,0.00002471839,0.951101,0.00001330749,0.00001975514,0.000008018495,0.0001401365,0.03330923,0.00009357244,0.0017638,0.01324373,0.0001387904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586771,0.00004350484,0.00009214139,0.002109954,0.0004394803,0.00005258464,0.00001356043,0.0000244467,0.03854724],"genre_scores_gemma":[0.9965099,0.00002067887,0.0002039508,0.0003583324,0.0002520857,3.382779e-7,0.00002322935,0.000002755401,0.002628727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2169452,"threshold_uncertainty_score":0.9998589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008131454529754065,"score_gpt":0.216325173284387,"score_spread":0.2081937187546329,"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."}}