{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008020878,0.0009351884,0.0005400049,0.001572932,0.003517258,0.004591413,0.001523313,0.001759071,0.6367927],"category_scores_gemma":[0.002764767,0.0003559113,0.0005113469,0.0009907481,0.0006422887,0.002012058,0.003659361,0.00251296,0.3070875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004325632,"about_ca_system_score_gemma":0.006723601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02051603,"about_ca_topic_score_gemma":0.04434061,"domain_scores_codex":[0.9990565,0.00007694324,0.00003671312,0.0002028898,0.0004042156,0.0002227093],"domain_scores_gemma":[0.9972342,0.0001377615,0.00006222298,0.0001845532,0.001484966,0.0008964221],"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":[0.00004701001,0.00002152649,0.0001993691,0.00007100839,0.000002519472,0.0001184313,0.00009615968,0.00004534605,0.0001918269,0.004845886,0.9522585,0.04210251],"study_design_scores_gemma":[0.000002636032,0.00000551353,0.0001598046,0.00003116769,0.000001198591,0.00006740938,0.00007114677,0.00001430241,0.00005513569,0.0003791534,0.9992102,0.000002267503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001951426,0.008220984,0.001681335,0.03294868,0.04926799,0.0001618955,0.00358761,0.001254704,0.9009254],"genre_scores_gemma":[0.003975146,0.001732666,0.0003034944,0.002323709,0.0021038,0.00002236239,0.0008992586,0.0001654404,0.9884741],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6367927,"threshold_uncertainty_score":0,"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."}}