{"id":"W4249190920","doi":"10.1190/tle34010012.1","title":"SEG 2014 Honors and Awards Citations","year":2014,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adventure; Globe; Library science; State (computer science); Position (finance); Sociology; Management; History; Art history; Medicine; Ophthalmology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003640291,0.00005080229,0.00007887494,0.00002851136,0.0002069759,0.00004004367,0.0001042496,0.00002568075,0.000254559],"category_scores_gemma":[0.00008341404,0.00002842346,0.00002824888,0.00008415506,0.00005869227,0.00003688488,0.000005980586,0.0000774318,0.0008857707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":6.040968e-7,"about_ca_system_score_gemma":0.00000393276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004095756,"about_ca_topic_score_gemma":0.0005498987,"domain_scores_codex":[0.9995622,0.00006613712,0.00006763968,0.0001087287,0.00006647877,0.0001288086],"domain_scores_gemma":[0.9996217,0.0001916137,0.00002126792,0.0001046951,0.00001298922,0.00004774595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008464459,0.00001036892,0.6444883,0.00001371761,0.00004340362,0.000001331855,0.001106859,0.07939076,0.00004696861,0.001550469,0.02571478,0.2476246],"study_design_scores_gemma":[0.0001312884,0.00007997044,0.3425308,0.00001113791,0.00005682788,0.000006734058,0.000153486,0.6045395,0.00001583421,0.01042529,0.04187346,0.0001756949],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608755,0.0003672053,0.0094011,0.005161628,0.0001916628,0.00003650826,0.000006598696,0.0000605934,0.02389917],"genre_scores_gemma":[0.9969949,0.00003634643,0.0004482759,0.0004446586,0.0001299632,2.985088e-7,0.00001163179,9.969344e-7,0.001932909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5251487,"threshold_uncertainty_score":0.9998922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961728947184664,"score_gpt":0.2232395181144528,"score_spread":0.2036222286426061,"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."}}