{"id":"W2284434680","doi":"10.33137/pbsc.v39i2.18234","title":"<i>A Dictionary of Members of the Dublin Book Trade 1550-1800, Based on the Records of the Guild of St Luke the Evangelist, Dublin</i>, by M. Pollard","year":2001,"lang":"en","type":"article","venue":"Papers of The Bibliographical Society of Canada","topic":"Historical Studies of British Isles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Guild; History; Library science; Art; Classics; Computer science; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009471297,0.0003186008,0.0006844113,0.000257164,0.0008772152,0.00002297475,0.001964663,0.0001598031,0.0007035745],"category_scores_gemma":[0.0003215301,0.0001533737,0.001725609,0.003428144,0.004297462,0.00008072307,0.0002627533,0.0004536456,1.089535e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001190934,"about_ca_system_score_gemma":0.0003759603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09124729,"about_ca_topic_score_gemma":0.2305052,"domain_scores_codex":[0.9956948,0.0003974689,0.00104743,0.0002981202,0.002141705,0.000420485],"domain_scores_gemma":[0.9959459,0.001427229,0.001096133,0.001050774,0.0003841264,0.00009586696],"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":[0.0001029116,0.0003027158,0.001216685,0.0001422259,0.000588886,2.890492e-7,0.001309982,0.0001371613,0.002358799,0.005223486,0.9883454,0.0002714705],"study_design_scores_gemma":[0.0006984985,0.0002043789,0.02046207,0.0002816781,0.0002890773,0.000001606772,0.002164524,0.0002414664,0.0008630495,0.0004044746,0.974171,0.0002182091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4619123,0.03291701,0.000006850166,0.3016047,0.003512532,0.003098546,0.007766531,0.00006678163,0.1891148],"genre_scores_gemma":[0.9923548,0.003474596,0.00002439121,0.00276347,0.0001358139,0.00002534631,0.000006333394,0.00003425305,0.001181067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5304424,"threshold_uncertainty_score":0.9984123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058412262951594,"score_gpt":0.1803474501396014,"score_spread":0.1697633275100854,"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."}}