{"id":"W2133511626","doi":"10.7202/004744ar","title":"News that Counts: Newspaper Images of Crime and Victimization Statistics","year":2002,"lang":"en","type":"article","venue":"Criminologie","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Newspaper; Crime statistics; Social media; Mass media; Official statistics; News media; Political science; Public relations; Statistics; Sociology; Criminology; Law; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000044611,0.00003757824,0.00006077115,0.00002931939,0.00008394053,0.00002674309,0.00006585182,0.00003906784,0.006999325],"category_scores_gemma":[0.0001187034,0.00003492666,0.00001846257,0.00003170203,0.000166963,0.00007817685,0.00001995147,0.00003469975,0.0001042431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001463252,"about_ca_system_score_gemma":0.000007023913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004862091,"about_ca_topic_score_gemma":0.00007307186,"domain_scores_codex":[0.999645,0.00002980144,0.00007838319,0.00007567288,0.00007681207,0.00009432683],"domain_scores_gemma":[0.9997755,0.00004382501,0.00003841977,0.0000722504,0.00004664764,0.00002331905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003626269,0.0001513904,0.02464063,0.00005510322,0.00002784096,0.000005151465,0.004999376,0.000003891261,0.0003616344,0.03231019,0.3824644,0.5549767],"study_design_scores_gemma":[0.0006779365,0.0002744257,0.1463758,0.00008483382,0.0002042495,0.000003499136,0.01995328,0.0006404215,0.003029724,0.01292865,0.8153025,0.000524694],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08911299,0.003350789,0.04109057,0.003543655,0.001322686,0.0003581324,0.0001553098,0.0002140873,0.8608518],"genre_scores_gemma":[0.990278,0.001373658,0.001804606,0.0001394251,0.0000488338,0.000002849323,0.000005174251,0.000004778949,0.006342688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.901165,"threshold_uncertainty_score":0.9939084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4228797670371364,"score_gpt":0.4156897635980865,"score_spread":0.007190003439049852,"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."}}