{"id":"W4236520180","doi":"10.1190/tle39100760.1","title":"Memorial","year":2020,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bachelor; Minor (academic); Interpretation (philosophy); Geology; Archaeology; Library science; History; Art; Humanities; Philosophy; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001351211,0.0000482468,0.00005859485,0.0000043205,0.00009289903,0.00005160147,0.000750576,0.00002221769,0.0000263464],"category_scores_gemma":[0.0001456643,0.00003192158,0.00002741094,0.0001457548,0.00002425084,0.000066927,0.0001901267,0.0001054688,0.0005797306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004897137,"about_ca_system_score_gemma":0.00001501545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001288577,"about_ca_topic_score_gemma":1.520048e-7,"domain_scores_codex":[0.9995764,0.00002332308,0.00006014093,0.0001377233,0.00007266678,0.0001297532],"domain_scores_gemma":[0.9996432,0.00005846066,0.0000231614,0.0002155779,0.00001706007,0.0000425229],"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":[0.00002007813,0.00003041233,0.000479923,0.00006479242,0.0000414697,0.00006113332,0.01891972,0.001035475,0.0571735,0.2775137,0.596589,0.04807078],"study_design_scores_gemma":[0.0001769325,0.00003112546,0.0001077564,0.000006779317,0.000003852575,0.00001350772,0.00003691577,0.0252089,0.02650189,0.01225334,0.935528,0.0001310486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01116275,0.0001188638,0.225412,0.3585528,0.001902732,0.0001451849,6.146511e-7,0.0006429908,0.4020621],"genre_scores_gemma":[0.9917238,0.000001290513,0.001271603,0.00267576,0.0008382451,0.000002329818,3.540951e-7,0.000001026197,0.003485618],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.980561,"threshold_uncertainty_score":0.7451457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03758637118634603,"score_gpt":0.2378275358138371,"score_spread":0.2002411646274911,"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."}}