{"id":"W1517075110","doi":"10.1080/17512786.2015.1010851","title":"The Validity of Global Press Ratings","year":2015,"lang":"en","type":"article","venue":"Journalism Practice","topic":"Media Influence and Politics","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Freedom of the press; Harassment; Human Development Index; Ranking (information retrieval); Index (typography); Test (biology); Political science; Psychology; Demography; Human development (humanity); Sociology; Law; Politics","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":[0.005102745,0.00004945176,0.00008416191,0.000004986194,0.0003904774,0.000159564,0.0003083998,0.00005983768,0.00001655307],"category_scores_gemma":[0.02343978,0.00003375568,0.00004004667,0.0001255913,0.0002246194,0.0007339657,0.00003203878,0.0001880043,0.00002493958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001012485,"about_ca_system_score_gemma":0.0006427949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005299443,"about_ca_topic_score_gemma":0.0003281446,"domain_scores_codex":[0.9978849,0.000870811,0.0002326499,0.00006083892,0.0007188839,0.0002319393],"domain_scores_gemma":[0.9969707,0.001628818,0.0004080949,0.0001445971,0.0006125188,0.0002352588],"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":[0.00006185425,0.00008875822,0.008424331,0.00000716731,0.00004400582,0.00002751958,0.03374068,0.00002334269,0.00001898015,0.8036004,0.1510147,0.002948281],"study_design_scores_gemma":[0.0001308849,0.00003074955,0.000373824,0.000007758032,0.00003556122,0.00001799857,0.01268678,0.00000772846,0.00005695361,0.01068524,0.9759213,0.00004523163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1991668,0.00104402,0.0002537724,0.1006162,0.003341054,0.0002407308,0.00001234382,0.00003925284,0.6952858],"genre_scores_gemma":[0.9907657,0.001148745,0.001557525,0.002597716,0.001972825,0.000006074516,4.058886e-7,0.000006374878,0.00194466],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8249066,"threshold_uncertainty_score":0.9847862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1576499561718701,"score_gpt":0.4520193500748264,"score_spread":0.2943693939029563,"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."}}