{"id":"W4231650684","doi":"10.12924/mac2013.01010039","title":"Between Objectivity and Openness—The Mediality of Data for Journalism","year":2014,"lang":"en","type":"report","venue":"","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Objectivity (philosophy); Journalism; Openness to experience; Sociology; Epistemology; Transparency (behavior); Citizen journalism; Technical Journalism; Political science; Media studies; Law; Psychology; Philosophy; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0124659,0.00008782347,0.0003970217,0.00002052856,0.000636158,0.0000477298,0.001277462,0.0001580188,0.00003763922],"category_scores_gemma":[0.003727496,0.00005533392,0.00005076683,0.00007528692,0.0004276639,0.0001167293,0.0007791735,0.0001892416,5.611095e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005003511,"about_ca_system_score_gemma":0.0007458253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04183023,"about_ca_topic_score_gemma":0.06458201,"domain_scores_codex":[0.9983117,0.000414792,0.0003149366,0.0001986729,0.0006106233,0.0001493058],"domain_scores_gemma":[0.9958634,0.002180405,0.000464931,0.001001256,0.0004285461,0.00006143469],"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":[0.00001459679,0.00005886289,0.03158611,0.0004500779,0.0005617961,2.156712e-7,0.01038606,5.144183e-8,0.000002610034,0.01923683,0.3807581,0.5569447],"study_design_scores_gemma":[0.00008007442,0.0000124331,0.009109364,0.00003800273,0.0001313502,2.790833e-7,0.001673312,0.000003665797,0.00000173105,0.00271217,0.9861608,0.00007689235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009140792,0.01125481,0.007311745,0.07619943,0.004165816,0.004116499,0.001600405,0.00007753984,0.886133],"genre_scores_gemma":[0.919358,0.0659252,0.001330859,0.0001324429,0.006144027,0.0000962062,0.0005062575,0.00002601637,0.006481054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9102172,"threshold_uncertainty_score":0.9645503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3616052856949246,"score_gpt":0.4824834907956104,"score_spread":0.1208782051006859,"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."}}