{"id":"W4394630762","doi":"10.1515/9781802701678-011","title":"BIBLIOGRAPHY","year":2024,"lang":"en","type":"book-chapter","venue":"Amsterdam University Press eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Oxford; University College London; York University; University of Pennsylvania; Princeton University; Bar-Ilan University; University of Cambridge; Wayne State University; Yale University","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004587915,0.001390769,0.001590098,0.01192433,0.002430719,0.004771471,0.001938915,0.001192761,0.6460606],"category_scores_gemma":[0.002428886,0.0005968337,0.0007979563,0.01756895,0.0007190672,0.003297187,0.002203745,0.001500081,0.5141055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00184889,"about_ca_system_score_gemma":0.002761164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01265559,"about_ca_topic_score_gemma":0.01933004,"domain_scores_codex":[0.9994656,0.00006841734,0.00003319327,0.00007691413,0.0003064943,0.00004931992],"domain_scores_gemma":[0.999118,0.0001996688,0.00003786434,0.0001216148,0.0004330329,0.00008974348],"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":[0.00001600188,0.00002466997,0.00004142347,0.0004058272,0.000003780276,0.00003812137,0.00008033037,0.00008827902,0.0001132453,0.005229698,0.9039992,0.08995954],"study_design_scores_gemma":[0.000002316495,0.000003108142,0.00007538452,0.0002132405,0.000003755161,0.00002766421,0.00004008154,0.00001041307,0.00003878805,0.001092687,0.9984895,0.000003030776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002217471,0.02033554,0.001227303,0.001035293,0.003467818,0.0001280421,0.005820114,0.000636178,0.967128],"genre_scores_gemma":[0.0009540981,0.01104363,0.0009830274,0.0005009917,0.0007928768,0.00008348297,0.006391029,0.00042071,0.9788301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3539394,"threshold_uncertainty_score":0.5048516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02669392104866102,"score_gpt":0.2144274186835118,"score_spread":0.1877334976348508,"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."}}