{"id":"W2904115945","doi":"10.1177/1464884918807611","title":"Social media versus journalism and democracy","year":2018,"lang":"en","type":"article","venue":"Journalism","topic":"Social Media and Politics","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Journalism; Democracy; Social media; Media studies; Political science; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005970615,0.0001098985,0.0001848507,0.0000898527,0.002020942,0.0002161963,0.0002195287,0.0001942635,0.0006294401],"category_scores_gemma":[0.001913305,0.0001047843,0.0000831136,0.0002224782,0.0008459112,0.0002628127,0.00004005935,0.0003282013,0.00009230489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001128805,"about_ca_system_score_gemma":0.0002435147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004443441,"about_ca_topic_score_gemma":0.001014077,"domain_scores_codex":[0.9982772,0.0002835045,0.0002352493,0.0001268075,0.0005797404,0.0004975002],"domain_scores_gemma":[0.9982838,0.0008460007,0.0001570955,0.00006923537,0.0002419549,0.0004019159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001194317,0.00005319744,0.005307022,0.000006086737,0.0001110727,0.0000685417,0.5103463,2.91509e-8,0.0002647456,0.3466383,0.1094038,0.02768143],"study_design_scores_gemma":[0.001498019,0.00006295196,0.007701706,0.00002364886,0.00006981311,0.00001853449,0.03429855,0.000003808886,0.0001555719,0.1050596,0.8508265,0.0002813034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9194982,0.0003422061,0.00002422143,0.04037995,0.008728704,0.0000692285,0.000005834364,0.00006501019,0.03088663],"genre_scores_gemma":[0.9735321,0.0005734359,0.000214409,0.0006407134,0.02470199,0.000001588962,9.673548e-7,0.00001571829,0.0003190316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7414227,"threshold_uncertainty_score":0.9992783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06762001426442296,"score_gpt":0.383149184234771,"score_spread":0.3155291699703481,"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."}}