{"id":"W4364861983","doi":"10.23882/rmd.23149","title":"Sociedad digital y cultura participativa:","year":2023,"lang":"en","type":"article","venue":"revistamultidisciplinar com","topic":"Media and Digital Communication","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université Hassan II de Casablanca; Universidade Federal do Estado do Rio de Janeiro; Universidade Federal do Rio Grande do Norte; Universidade do Porto; Universidad de Cádiz; Uniwersytet Warszawski; Universidade Nova de Lisboa; Centro de Ciências do Mar; Universidad Complutense de Madrid; Universidad Nacional Autónoma de México; King's College London; Univerzita Karlova v Praze; Universidade de Coimbra; Universidade de Trás-os-Montes e Alto Douro; Universidad de Huelva; Universidade de Macau; Universidade dos Açores; Universidad de Salamanca; Queen Mary University of London; Wyższa Szkoła Informatyki i Zarzadzania z siedziba w Rzeszowie; Universidad Nacional de San Martín; Universidade Estadual de Ponta Grossa; University of Ottawa","keywords":"Citizen journalism; Perspective (graphical); Variety (cybernetics); Sociology; Participatory culture; Democracy; Participatory democracy; Digital culture; Engineering ethics; Public relations; Political science; Epistemology; Social science; Media studies; Law; Engineering; Computer science; Politics; Art; Visual arts","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002423195,0.0001620205,0.000200467,0.00008018321,0.0002825707,0.000627019,0.001110243,0.0000532357,0.000007812882],"category_scores_gemma":[0.0001778975,0.0001330723,0.0001241471,0.0009389877,0.00007662873,0.001061074,0.001084326,0.0001385091,0.002139392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004929666,"about_ca_system_score_gemma":0.00005058838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001821959,"about_ca_topic_score_gemma":7.802474e-7,"domain_scores_codex":[0.9986008,0.00005565059,0.0003030332,0.0003440544,0.00032343,0.0003729727],"domain_scores_gemma":[0.9983703,0.0002437645,0.0001016151,0.001030854,0.00008759143,0.0001658838],"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":[0.00002820437,0.0006057285,0.02111225,0.0002874059,0.0001211237,0.0001482372,0.0209968,0.0003484061,0.003367999,0.5383034,0.06700407,0.3476763],"study_design_scores_gemma":[0.002545399,0.0004997643,0.08248265,0.0005456602,0.00004468543,0.00005914499,0.002075347,0.3545167,0.002590065,0.06727318,0.4848388,0.002528582],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6258274,0.001543537,0.2532783,0.03495659,0.001308127,0.001704619,0.0000879424,0.006545995,0.07474748],"genre_scores_gemma":[0.9952502,0.0001005368,0.001617464,0.00005000733,0.00005186141,0.0000494253,0.00007623254,0.00001374072,0.002790582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4710303,"threshold_uncertainty_score":0.9986376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04693160620019848,"score_gpt":0.3070187635890817,"score_spread":0.2600871573888832,"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."}}