{"id":"W4384501527","doi":"10.3386/w31468","title":"The Electric Telegraph, News Coverage and Political Participation","year":2023,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Media Influence and Politics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Politics; Political science; Telecommunications; Advertising; Computer science; Business; Law","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007873565,0.00009717512,0.0002117245,0.0003860771,0.0006455356,0.0001515261,0.0003257773,0.0002952616,0.0001252462],"category_scores_gemma":[0.01030621,0.00008080295,0.00007850049,0.0003020825,0.0007379515,0.0001082563,0.00006526284,0.0005177773,0.0002171252],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001106792,"about_ca_system_score_gemma":0.008669621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02006517,"about_ca_topic_score_gemma":0.006246374,"domain_scores_codex":[0.9963686,0.0004187783,0.0004520447,0.0002455734,0.001786233,0.0007287549],"domain_scores_gemma":[0.992191,0.00606274,0.0001409571,0.0001585228,0.001218815,0.0002279885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006465109,0.000009545034,0.00261699,0.00002276597,0.00003401328,0.000001100798,0.0001782303,0.000002947676,0.00000255258,0.9326198,0.06095765,0.003547943],"study_design_scores_gemma":[0.00008130647,0.00003994117,0.003758802,0.00002308156,0.00000876186,0.000001041233,0.0002386105,0.00003524102,0.00001626234,0.6632683,0.3324424,0.00008626888],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01882862,0.0004744084,9.107607e-7,0.005728707,0.0006625267,0.0004650228,0.00004790588,0.00002009248,0.9737718],"genre_scores_gemma":[0.9439269,0.01753247,0.00001023459,0.00009240757,0.003221921,0.0001841089,0.0001028593,0.0000293581,0.03489971],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9388721,"threshold_uncertainty_score":0.9980304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5420669605668592,"score_gpt":0.6130813300247938,"score_spread":0.0710143694579346,"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."}}