{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002675698,0.001148061,0.00137951,0.004832922,0.00227393,0.006570749,0.002722408,0.003567214,0.3923299],"category_scores_gemma":[0.01366957,0.0004169092,0.001181739,0.004513577,0.0004916811,0.002366801,0.004758085,0.002100561,0.2907538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003054311,"about_ca_system_score_gemma":0.007674208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004366468,"about_ca_topic_score_gemma":0.01164059,"domain_scores_codex":[0.996456,0.0002408999,0.0002316705,0.0002466557,0.002120557,0.0007042639],"domain_scores_gemma":[0.9865233,0.0002505654,0.0003489718,0.0003870794,0.007969666,0.004520446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002322758,0.00002326946,0.0002597031,0.00007428494,0.000005053144,0.00005791914,0.000008533026,0.0000417738,0.00004016516,0.0007753628,0.9678196,0.03087122],"study_design_scores_gemma":[0.00002231657,0.00002638397,0.001443195,0.0001445183,0.000006330063,0.00009371966,0.00006977658,0.0000703113,0.00006680854,0.0009905866,0.9970568,0.000009213631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003435603,0.01235666,0.001595848,0.06734597,0.3324741,0.0006548025,0.01460609,0.001720553,0.5658104],"genre_scores_gemma":[0.0158038,0.01131133,0.001130231,0.005273117,0.04768108,0.0002990758,0.01605981,0.0007338945,0.9017078],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6076701,"threshold_uncertainty_score":0.8667676,"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."}}