{"id":"W2799707043","doi":"10.1093/oso/9780190842420.001.0001","title":"The Plymouth Brethren","year":2018,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Scottish History and National Identity","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001513851,0.0001862227,0.0001667469,0.00007984498,0.00162463,0.0001914232,0.0006396006,0.0001416035,0.000374031],"category_scores_gemma":[0.00001107529,0.000164941,0.0001669612,0.0000028546,0.001013637,0.0001271678,0.0002021414,0.0002833274,0.00001931932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002274883,"about_ca_system_score_gemma":0.0002111647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001842395,"about_ca_topic_score_gemma":0.001980113,"domain_scores_codex":[0.9990971,0.00005803148,0.0001219861,0.0002438385,0.0002899127,0.00018915],"domain_scores_gemma":[0.999059,0.0001356991,0.0001803697,0.0003262567,0.0002356463,0.00006300293],"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":[0.00003552484,0.000003534269,1.576265e-7,0.00001071486,0.00006324908,0.000009422163,0.001529528,6.089243e-8,7.293762e-8,0.6337589,0.3639499,0.000638917],"study_design_scores_gemma":[0.0001918182,0.00003263219,0.000001621905,0.00003936129,0.0001088418,0.000001243621,0.0002166076,0.000002999565,0.000002303361,0.004332796,0.9948624,0.0002073584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002814658,0.0001723227,0.000005773944,0.00001884776,0.001289852,0.0001827217,0.0001859886,0.00009384379,0.9980225],"genre_scores_gemma":[0.00006375489,0.00006459081,0.000007321066,0.00005892585,0.001254626,7.383134e-7,0.00005425853,0.00002139554,0.9984744],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6309125,"threshold_uncertainty_score":0.9996751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.032014405035725,"score_gpt":0.1880066157975465,"score_spread":0.1559922107618215,"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."}}