{"id":"W4404020918","doi":"10.1017/s000708742400089x","title":"David R. Bellhouse, <i>The Flawed Genius of William Playfair: The Story of the Father of Statistical Graphics</i> Toronto: University of Toronto Press, 2023. Pp. 356. ISBN 978-1-4875-4503-1. CA$65.00 (hardcover).","year":2024,"lang":"en","type":"article","venue":"The British Journal for the History of Science","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genius; Art history; Art; Philosophy; Media studies; Sociology","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":["sts"],"category_scores_codex":[0.00432869,0.0001700855,0.0003824367,0.00002196913,0.002486422,0.00005401852,0.002595089,0.00004767619,0.000813444],"category_scores_gemma":[0.0002151581,0.00009027182,0.0003353358,0.00009429545,0.02168712,0.0006359206,0.0001734108,0.0004392962,0.000001709019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005347179,"about_ca_system_score_gemma":0.001053206,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02683253,"about_ca_topic_score_gemma":0.02611805,"domain_scores_codex":[0.997355,0.0002447666,0.0005407292,0.0002562628,0.001264569,0.0003386398],"domain_scores_gemma":[0.997428,0.0007659728,0.0006185138,0.0005782793,0.0005134751,0.00009576351],"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":[0.0001937732,0.0001650908,0.00001472252,0.000236893,0.0001558313,0.0000099381,0.09741352,0.00009715412,0.008771656,0.034452,0.8480958,0.01039365],"study_design_scores_gemma":[0.0003331451,0.000274213,0.0004295361,0.000429227,0.0002507313,0.00007872358,0.01375671,0.0002278773,0.0001756178,0.0006336543,0.9832922,0.0001183377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08263712,0.840019,0.0007071489,0.002710845,0.02070743,0.002082628,0.001750063,0.00004974748,0.049336],"genre_scores_gemma":[0.895349,0.02505512,0.0001177711,0.000401297,0.0006610571,0.000007808063,0.000002459387,0.00004200673,0.07836352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8149639,"threshold_uncertainty_score":0.9988122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083739057604204,"score_gpt":0.2231381341691205,"score_spread":0.2023007435930785,"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."}}