{"id":"W2033996855","doi":"10.1080/00048623.2009.10721422","title":"The Impact of Digital Technology on Contemporary and Historic Newspapers","year":2009,"lang":"en","type":"article","venue":"Australian Academic & Research Libraries","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Library of Parliament","funders":"","keywords":"Newspaper; Media studies; Political science; History; Sociology","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003812458,0.0001742166,0.0002116034,0.0003118937,0.0006895814,0.001135729,0.000586586,0.0001491169,0.0001800417],"category_scores_gemma":[0.0002806146,0.0001080609,0.00009433437,0.000151737,0.002672578,0.00204058,0.0001046986,0.001195704,0.00003548199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006495719,"about_ca_system_score_gemma":0.00017404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008292065,"about_ca_topic_score_gemma":0.000005677171,"domain_scores_codex":[0.9984525,0.00006305493,0.000318405,0.0002316735,0.0004109346,0.0005234031],"domain_scores_gemma":[0.998982,0.0004160969,0.0000870145,0.0002720915,0.0001059389,0.0001368842],"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":[0.0001419072,0.00003175739,0.001456069,0.000007927905,0.00003485058,0.000008848593,0.003659833,3.451579e-7,0.00007248814,0.8433174,0.1383785,0.01289],"study_design_scores_gemma":[0.0002903066,0.001717384,0.003371456,0.00007752398,0.000003407697,0.000006114209,0.01254051,0.000001561124,0.0002075426,0.284824,0.696767,0.0001931655],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6685999,0.002257297,7.179614e-8,0.01021708,0.00009535335,0.0002707993,0.00007949841,0.00009624043,0.3183838],"genre_scores_gemma":[0.9104236,0.0001397111,0.00000225402,0.0000586131,0.0002194787,0.000007713899,0.00001123333,0.00001385481,0.0891235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5584935,"threshold_uncertainty_score":0.9999012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1947674532845977,"score_gpt":0.3653568454821965,"score_spread":0.1705893921975989,"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."}}