{"id":"W4389155197","doi":"10.1017/9781108560740.007","title":"The Typewriter","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Obsolescence; Focus (optics); Scale (ratio); Assemblage (archaeology); History; Computer science; Geography; Cartography; Archaeology; Business; Physics","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":[0.0007155777,0.0006255106,0.0004002113,0.001468781,0.00265444,0.006367226,0.0006967232,0.001240853,0.03242456],"category_scores_gemma":[0.0024731,0.0002656101,0.0003457798,0.001303079,0.005201568,0.006633703,0.002135302,0.002245668,0.01035105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001493598,"about_ca_system_score_gemma":0.001350784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001387197,"about_ca_topic_score_gemma":0.002300512,"domain_scores_codex":[0.9988347,0.000288833,0.00005826783,0.0002929716,0.000442217,0.00008304948],"domain_scores_gemma":[0.998795,0.0006834783,0.00007029195,0.0002304349,0.0001453182,0.00007549617],"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":[0.00007346382,0.00003864333,0.000667377,0.0004862658,0.000008601746,0.0003700471,0.02679893,0.0001872967,0.004956232,0.6700994,0.07680609,0.2195076],"study_design_scores_gemma":[0.00000316539,0.00002504263,0.0002898912,0.0001747221,0.000002748799,0.0003030593,0.001431576,0.00006601624,0.001424542,0.01079816,0.9854731,0.000008020939],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01051034,0.01175864,0.008744987,0.003345854,0.002145417,0.00005359716,0.0001370186,0.00024942,0.9630548],"genre_scores_gemma":[0.09600734,0.009500332,0.004399821,0.001840743,0.0009265926,0.00007353409,0.0001262091,0.0003453758,0.88678],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03242456,"threshold_uncertainty_score":0.108471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06563236908106841,"score_gpt":0.191371138894934,"score_spread":0.1257387698138656,"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."}}