{"id":"W4200241247","doi":"10.3138/9781487539672-fm","title":"Frontmatter","year":2021,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Japanese History and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ECW Press (Canada); University of Waterloo; Balsillie School of International Affairs","funders":"University of Missouri","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001860293,0.0006809455,0.0004670637,0.0009928388,0.001394714,0.003420602,0.0007783385,0.001483401,0.8740649],"category_scores_gemma":[0.0007866121,0.0003338343,0.0003381701,0.00103157,0.0003807494,0.002678502,0.00194684,0.001300936,0.7631759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009094614,"about_ca_system_score_gemma":0.0005574439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00323263,"about_ca_topic_score_gemma":0.01132241,"domain_scores_codex":[0.9998055,0.00001710614,0.000007604358,0.0000474689,0.00008856854,0.0000337729],"domain_scores_gemma":[0.9997211,0.00004034379,0.00001371244,0.00004251866,0.0001037847,0.00007855765],"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":[0.00001874942,0.00001509584,0.000104057,0.00009735332,0.000001572877,0.00007774692,0.0001353704,0.00002963013,0.0003111423,0.00747915,0.873709,0.1180211],"study_design_scores_gemma":[0.000001720195,0.000003222052,0.0001217229,0.00002748485,4.757251e-7,0.00003301937,0.00004126484,0.00001402952,0.0000413811,0.0004021744,0.999312,0.000001469477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002626326,0.001085355,0.0003603637,0.0008400797,0.001129198,0.00002148271,0.0006673388,0.0005534277,0.9950801],"genre_scores_gemma":[0.0005654283,0.0002463489,0.0000777384,0.0001878563,0.00006977616,0.000005250243,0.0001564657,0.0001140724,0.9985771],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1259351,"threshold_uncertainty_score":0.1796311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316079787645003,"score_gpt":0.2149703483359519,"score_spread":0.1918095504595019,"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."}}