{"id":"W2037756344","doi":"10.1190/tle29020240.1","title":"SEG Books go online","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Digital library; World Wide Web; Library science; Computer science; History; Art; Literature","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":[],"consensus_categories":[],"category_scores_codex":[0.00009641295,0.00005723324,0.00005110631,0.00002241882,0.0001510869,0.00005130505,0.0007437061,0.00002372227,0.000004740948],"category_scores_gemma":[0.00001338545,0.00004051003,0.00002787368,0.000138722,0.00004253743,0.0001059677,0.0001355035,0.0002139464,0.0001745297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008417909,"about_ca_system_score_gemma":0.00001816055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002022944,"about_ca_topic_score_gemma":0.000006525785,"domain_scores_codex":[0.9995641,0.000008865428,0.00008202269,0.0001436342,0.00008389694,0.0001174866],"domain_scores_gemma":[0.9993908,0.00008968855,0.00003718401,0.0004159024,0.00003513456,0.00003132451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[3.638675e-7,0.00002193871,0.00001473998,0.00000115143,0.000002265906,7.455338e-7,0.0001379877,0.00008751894,0.01108722,0.9158521,0.006155629,0.06663837],"study_design_scores_gemma":[0.00007948403,0.00002042056,0.0008069118,0.000007169776,0.000002981714,0.00003537342,0.00000494191,0.04960774,0.007494485,0.3341933,0.6075941,0.0001530277],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0108975,0.00001410274,0.9721265,0.007162336,0.0001866521,0.00009889386,0.000002027198,0.000372448,0.009139497],"genre_scores_gemma":[0.6562423,0.00000414276,0.3356181,0.001887899,0.0003072531,0.00002912245,0.000004154393,0.000009624722,0.005897447],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6453447,"threshold_uncertainty_score":0.2243284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02572184644253115,"score_gpt":0.3156341856906671,"score_spread":0.2899123392481359,"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."}}