{"id":"W2341329790","doi":"10.1007/978-3-319-22258-5_9","title":"Mathematics for the World: Publishing Mathematics and the International Book Trade, Macmillan and Co.","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Publishing; Mathematics; Social science; Mathematics education; Political science; Media studies; Sociology; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008002099,0.000206041,0.0002663785,0.0001325285,0.0006144452,0.0006674817,0.0004700148,0.00007531947,0.002200644],"category_scores_gemma":[0.00006258245,0.00009898456,0.00009554943,0.000005828136,0.001714201,0.0002715882,0.00007258567,0.000278975,0.00002131856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007516114,"about_ca_system_score_gemma":0.00004836394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001804892,"about_ca_topic_score_gemma":0.001104707,"domain_scores_codex":[0.9989824,0.00000438471,0.0002853689,0.0001889088,0.000406457,0.0001324316],"domain_scores_gemma":[0.9987658,0.0006518296,0.0002160061,0.000205802,0.00010005,0.00006056006],"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":[0.000006916775,0.000002178149,2.712199e-8,0.00003009927,0.00003159843,4.160697e-7,0.01191133,5.563234e-8,2.109485e-7,0.620221,0.3663318,0.001464382],"study_design_scores_gemma":[0.0003331754,0.00001319899,1.081455e-7,0.00005632525,0.00006230047,0.000009377969,0.001510325,0.0004633177,3.151196e-7,0.1434177,0.8539966,0.0001372489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002661482,0.01055502,0.00002574925,0.0103611,0.0007227684,0.0004674632,0.0000763847,0.00003676098,0.9777521],"genre_scores_gemma":[0.0002296386,0.000429101,0.0006113404,0.002139653,0.0007484475,0.00001991724,0.00001749076,0.00002849254,0.9957759],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4876649,"threshold_uncertainty_score":0.9987115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07480023650143848,"score_gpt":0.2518921608069794,"score_spread":0.1770919243055409,"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."}}