{"id":"W2009458977","doi":"10.32870/cys.v0i8.3830","title":"La comunicación pública: una prioridad contemporánea de investigación","year":2015,"lang":"es","type":"article","venue":"Comunicación y Sociedad","topic":"Communication and COVID-19 Impact","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.007839741,0.0008677469,0.001226043,0.0003006488,0.00162814,0.001344926,0.005635981,0.00127197,0.0003470018],"category_scores_gemma":[0.004864159,0.0009388378,0.0007447546,0.002133709,0.004779251,0.0009113998,0.002076806,0.00222747,0.001090926],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0018946,"about_ca_system_score_gemma":0.005982064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00441198,"about_ca_topic_score_gemma":0.0008492777,"domain_scores_codex":[0.988392,0.00602445,0.001308682,0.0009313133,0.001666117,0.001677445],"domain_scores_gemma":[0.9888675,0.002842199,0.0009062884,0.004067437,0.0007424964,0.002574103],"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":[0.0003085549,0.001995172,0.04265323,0.0002013445,0.0006339235,0.00007811114,0.1029985,0.00005585832,0.0005430341,0.6440493,0.1670082,0.03947478],"study_design_scores_gemma":[0.003106955,0.0002530601,0.005220774,0.0003987307,0.0001666612,0.00002449526,0.02398393,0.0007587172,0.00009071377,0.01166432,0.9532336,0.001098024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2517177,0.01440231,0.0003433291,0.1449404,0.00103237,0.001934719,0.0001895609,0.0014409,0.5839987],"genre_scores_gemma":[0.976897,0.007728307,0.001459612,0.006662426,0.0004488225,0.00009363025,0.00006617415,0.0001369986,0.006507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7862254,"threshold_uncertainty_score":0.999744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1001032202779554,"score_gpt":0.4170888000849385,"score_spread":0.3169855798069831,"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."}}