{"id":"W4232293498","doi":"10.1190/tle22040323.1","title":"KEGS 50th Anniversary","year":2003,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":[],"consensus_categories":[],"category_scores_codex":[0.001023742,0.001214223,0.0006324711,0.002428872,0.002025873,0.004388459,0.001300654,0.001932871,0.2178842],"category_scores_gemma":[0.002081895,0.0003795958,0.000566792,0.00143034,0.0005497581,0.002151282,0.003557878,0.002188551,0.1572224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003607096,"about_ca_system_score_gemma":0.004004179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03986935,"about_ca_topic_score_gemma":0.08971885,"domain_scores_codex":[0.99941,0.00003379726,0.00002846536,0.00008960676,0.0003013763,0.0001366366],"domain_scores_gemma":[0.9983231,0.00002512613,0.00005358304,0.0001256652,0.001000792,0.000471782],"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":[0.00002740833,0.000005785046,0.0001044863,0.00005910733,0.000003547685,0.00003653975,0.00001197501,0.00005414846,0.0001003962,0.001829638,0.9753856,0.02238122],"study_design_scores_gemma":[0.00000128466,0.000003802174,0.0002896884,0.00002287492,0.000001494923,0.0000197024,0.00001173143,0.00001201541,0.00004352985,0.0004409256,0.9991508,0.000002243906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002500393,0.02779209,0.002042227,0.04363079,0.1428835,0.0001705673,0.02065079,0.001684599,0.758645],"genre_scores_gemma":[0.005986957,0.008223851,0.0008028425,0.003556414,0.004494884,0.00006443694,0.007330482,0.0003486441,0.9691915],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2178842,"threshold_uncertainty_score":0.7288951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0366905064330453,"score_gpt":0.2104129578742628,"score_spread":0.1737224514412175,"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."}}