{"id":"W7133070245","doi":"","title":"Towards a democratic news media and society: creating and navigating our information society for a sustainable future","year":2002,"lang":"","type":"dissertation","venue":"TSpace","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Democracy; News media; Diversity (politics); Information society; Media relations; Information and Communications Technology; State (computer science); New media; Information literacy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01840523,0.0003931428,0.0003650671,0.002914516,0.01365639,0.03555576,0.001377853,0.003298481,0.004213199],"category_scores_gemma":[0.01532257,0.0003921384,0.0004425666,0.003341835,0.02547029,0.03066766,0.01008648,0.006698128,0.001065147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009349117,"about_ca_system_score_gemma":0.0263878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01460555,"about_ca_topic_score_gemma":0.02015054,"domain_scores_codex":[0.9842892,0.009211818,0.0004493261,0.000728976,0.003687721,0.00163287],"domain_scores_gemma":[0.9833232,0.008620764,0.001916002,0.001282568,0.002538251,0.002319192],"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":[0.00002596728,0.000109138,0.005012452,0.0003687207,0.00001940591,0.0003630682,0.2342237,0.0004660735,0.001212901,0.6381355,0.02543912,0.09462398],"study_design_scores_gemma":[0.00001194893,0.00006889514,0.00321857,0.0007394906,0.00002114989,0.0002947213,0.3108958,0.0006574579,0.001422202,0.1165206,0.56609,0.00005901884],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1543126,0.007936334,0.05310351,0.3091724,0.001704871,0.0003729736,0.0002121516,0.0003977286,0.4727875],"genre_scores_gemma":[0.9019643,0.01158996,0.03655731,0.01507604,0.0008719659,0.0002799341,0.0001923955,0.0002431917,0.03322489],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9863436,"threshold_uncertainty_score":0.09733731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806584442769216,"score_gpt":0.3448844463489888,"score_spread":0.3268186019212967,"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."}}