{"id":"W4236688016","doi":"10.1090/surv/231/08","title":"Appendix","year":2018,"lang":"en","type":"book-chapter","venue":"Mathematical surveys and monographs","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Appendix; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003467427,0.0007031747,0.0009790011,0.0003683536,0.0001594787,0.0001583045,0.0003118209,0.000590724,0.02359725],"category_scores_gemma":[0.00008739602,0.000575702,0.0003630338,0.00007805762,0.0008749397,0.0000857866,0.0002612494,0.0004303747,0.04839233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002657304,"about_ca_system_score_gemma":0.00002494193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007334189,"about_ca_topic_score_gemma":0.00003300922,"domain_scores_codex":[0.997357,0.0002023139,0.0006560103,0.0007087759,0.0005450182,0.0005308733],"domain_scores_gemma":[0.9980559,0.0003557262,0.0002767864,0.0007700389,0.0001303863,0.0004111975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002644707,0.0001714565,0.0001676204,0.0006454269,0.0007098726,0.0000682438,0.0004614562,5.873617e-8,0.00003228076,0.8704435,0.1109429,0.01633072],"study_design_scores_gemma":[0.0003114375,0.0001521444,0.0001981877,0.0003830825,0.0001872446,0.00004765732,0.00001340458,0.00005403161,0.00001553719,0.732354,0.2654851,0.0007981844],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008299394,0.0007128534,0.003413931,0.00002551839,0.0001282667,0.0006394747,0.00073601,0.0003595565,0.9931545],"genre_scores_gemma":[0.007291038,0.0003946496,0.004728171,0.0001114249,0.0004990635,0.00006440972,0.0008894448,0.0008996693,0.9851221],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1545422,"threshold_uncertainty_score":0.9996694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03617530076116352,"score_gpt":0.2600057840511457,"score_spread":0.2238304832899822,"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."}}