{"id":"W4214604366","doi":"10.7591/9780801460029-002","title":"Acknowledgments","year":2019,"lang":"en","type":"book-chapter","venue":"Cornell University Press eBooks","topic":"Japanese History and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001104997,0.0002076668,0.0002428833,0.000050786,0.0004418062,0.00003077997,0.0005843719,0.0005535625,0.0007120461],"category_scores_gemma":[0.000008036628,0.0002444653,0.0001738863,0.000005630279,0.0003878437,0.00008342067,0.0001443205,0.0003681839,0.0006777064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003298592,"about_ca_system_score_gemma":0.0002584706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001714898,"about_ca_topic_score_gemma":0.0003105128,"domain_scores_codex":[0.9990317,0.00005637942,0.00008724683,0.0003742193,0.0002232044,0.0002272126],"domain_scores_gemma":[0.9991916,0.00003259171,0.0001356696,0.0003393577,0.000148062,0.000152764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003092601,0.000007598522,0.000003220011,0.0000304554,0.00005416611,0.00005482907,0.005236506,0.000002013216,0.000004754213,0.9536013,0.04032749,0.0006467198],"study_design_scores_gemma":[0.000201682,0.00001631065,0.000002235156,0.00007131176,0.00009693405,4.900455e-7,0.0003972812,0.000001287958,0.000004296341,0.001629222,0.9972966,0.0002823755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004701219,0.0001836632,0.00001133676,0.000005064235,0.0008466319,0.0003156013,0.00003857856,0.0001153672,0.9984367],"genre_scores_gemma":[0.002989589,0.00009949498,0.000006339157,0.00005390032,0.0002399761,1.532303e-7,0.00001561205,0.00002123049,0.9965737],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9569691,"threshold_uncertainty_score":0.9969004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05092162225291828,"score_gpt":0.2169996116759461,"score_spread":0.1660779894230278,"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."}}