{"id":"W2478772641","doi":"10.1017/cco9781139152242.008","title":"Handwriting and the book","year":2014,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Handwriting; Computer science; Content (measure theory); World Wide Web; Multimedia; Artificial intelligence; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001909187,0.000691004,0.0003769039,0.001256884,0.001892047,0.005541549,0.0007330739,0.001021393,0.2013676],"category_scores_gemma":[0.001195176,0.0002993822,0.00030234,0.001779293,0.001368551,0.003074607,0.001464044,0.001994897,0.08590678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001404889,"about_ca_system_score_gemma":0.001616338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005318203,"about_ca_topic_score_gemma":0.01089515,"domain_scores_codex":[0.9996874,0.00003360177,0.00001111977,0.00005901491,0.0001796193,0.0000293247],"domain_scores_gemma":[0.9997205,0.00008940009,0.00001559257,0.00004935937,0.00008264121,0.00004254078],"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":[0.00001957921,0.00002174065,0.00006180366,0.0001877486,0.000003213457,0.0001088497,0.0005930624,0.0001933533,0.0004155989,0.07596744,0.6856929,0.2367347],"study_design_scores_gemma":[0.000001245821,0.000003675098,0.00009458194,0.0001300549,7.68574e-7,0.00006892246,0.0001125378,0.00003483655,0.00008182349,0.005401425,0.9940674,0.000002791849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005560682,0.01423054,0.001850464,0.002169413,0.002422843,0.00003442896,0.0002644897,0.0003195885,0.9781521],"genre_scores_gemma":[0.002577403,0.003981595,0.00077505,0.0004586008,0.0002763293,0.00001660391,0.0001825302,0.0001302611,0.9916015],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2013676,"threshold_uncertainty_score":0.6736417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03097608296382764,"score_gpt":0.172053966073823,"score_spread":0.1410778831099953,"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."}}