{"id":"W4379796125","doi":"10.3828/quaker.2023.28.1.12","title":"Book Reviews","year":2023,"lang":"en","type":"article","venue":"Quaker Studies","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity Western University","funders":"","keywords":"History","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":[],"category_scores_codex":[0.0005888956,0.0009165114,0.0007768265,0.002799811,0.002132544,0.005280605,0.001040919,0.002074913,0.6044776],"category_scores_gemma":[0.002494679,0.0004539036,0.0004918941,0.003573503,0.000747826,0.002625042,0.001408462,0.002048355,0.4927773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002013648,"about_ca_system_score_gemma":0.002452474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007846551,"about_ca_topic_score_gemma":0.02712694,"domain_scores_codex":[0.9994134,0.00007276081,0.00001290072,0.00007389211,0.0003666658,0.00006043035],"domain_scores_gemma":[0.999025,0.0002098695,0.00004171837,0.0001023475,0.0004309583,0.0001901443],"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":[0.000009886835,0.00001852651,0.00003367994,0.00006427259,0.000001202988,0.00001559561,0.00002368647,0.00002967478,0.00008190641,0.003865588,0.9288572,0.06699871],"study_design_scores_gemma":[0.000002610396,0.00000571088,0.00008802993,0.0000619541,0.000001127958,0.00001440037,0.00003141044,0.00002056037,0.00002726619,0.0009611517,0.9987838,0.000002079955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000268176,0.01290814,0.0003195761,0.004327937,0.006076047,0.00004288815,0.000331415,0.0002105014,0.9755152],"genre_scores_gemma":[0.0004010308,0.001686338,0.00007766338,0.0006405753,0.0004490495,0.000008572511,0.00009008868,0.00004400359,0.9966025],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6044776,"threshold_uncertainty_score":0.5641647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2135097465717784,"score_gpt":0.4274141047584105,"score_spread":0.2139043581866321,"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."}}