{"id":"W1906730998","doi":"10.22230/src.2012v3n3a94","title":"Sound, Ink, Bytes: Geographical Information through the Centuries","year":2012,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Norwegian; Danish; Digital humanities; Byte; Government (linguistics); World Wide Web; Media studies; Library science; History; Political science; Computer science; Sociology; Linguistics","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","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002923626,0.0001014605,0.00009082178,0.0001212914,0.003415431,0.006680799,0.0006069199,0.00006909513,0.0003143569],"category_scores_gemma":[0.0004936533,0.00006532206,0.00004959923,0.0001070807,0.00145963,0.01917484,0.0004385832,0.00117469,0.0001658018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002997419,"about_ca_system_score_gemma":0.00002322067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004144696,"about_ca_topic_score_gemma":0.000479268,"domain_scores_codex":[0.9981631,0.0005160545,0.0002371315,0.00007975996,0.0006000482,0.0004039127],"domain_scores_gemma":[0.9981303,0.0004770192,0.00006102761,0.0006027109,0.0006407942,0.00008813597],"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":[0.00001862122,0.0000516041,0.001724827,0.00001627604,0.00001693864,4.305656e-8,0.06708232,1.326677e-7,0.000001489251,0.925128,0.002206603,0.003753172],"study_design_scores_gemma":[0.0001436776,0.00005064339,0.003723461,0.00002864815,0.000006330496,0.00000222211,0.04555542,0.000004159739,0.00001165616,0.1097976,0.8405815,0.00009468022],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.486131,0.01095978,0.00002704055,0.008919851,0.0002991748,0.000547943,0.00003947085,0.0001076439,0.4929681],"genre_scores_gemma":[0.9968105,0.001167706,0.0000458138,0.0006144724,0.0002369845,0.00005977174,0.00008160133,0.000008447827,0.0009746781],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8383749,"threshold_uncertainty_score":0.997882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1449617070258831,"score_gpt":0.3377057833062877,"score_spread":0.1927440762804046,"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."}}