{"id":"W3198903580","doi":"10.18682/cdc.vi137.5065","title":"Impacto del COVID-19 en el campo profesional del diseñador gráfico, algunas reflexiones","year":2021,"lang":"es","type":"article","venue":"Cuadernos del Centro de Estudios de Diseño y Comunicación","topic":"Communication and COVID-19 Impact","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Coronavirus disease 2019 (COVID-19); Political science; Geography; Philosophy; Medicine","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002689582,0.001234472,0.001483709,0.0003535672,0.003406098,0.000909489,0.0041066,0.001002629,0.001310429],"category_scores_gemma":[0.008300712,0.001290917,0.001239602,0.001941176,0.001374043,0.0007978261,0.002487937,0.001877274,0.0004649224],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004789722,"about_ca_system_score_gemma":0.01147194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002505031,"about_ca_topic_score_gemma":0.001916681,"domain_scores_codex":[0.9860834,0.005777852,0.001687858,0.001571078,0.002035382,0.002844409],"domain_scores_gemma":[0.9871534,0.00380973,0.0009471614,0.003631722,0.0007409246,0.003717094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002455102,0.009682491,0.6065944,0.001426498,0.002587618,0.001859479,0.09587408,0.001402952,0.002515876,0.2023405,0.05511719,0.01814371],"study_design_scores_gemma":[0.008470222,0.0003983877,0.3175252,0.0009061206,0.001748181,0.0004325114,0.06595802,0.007237058,0.000451824,0.01469767,0.5783784,0.003796296],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8048045,0.03229821,0.005858185,0.1446742,0.001480073,0.002723965,0.001186533,0.0009979915,0.005976344],"genre_scores_gemma":[0.9580758,0.02068503,0.001252591,0.01644876,0.0008128827,0.0002522737,0.0004457627,0.0001872342,0.001839712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5232612,"threshold_uncertainty_score":0.9996025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04685201356490343,"score_gpt":0.4037679766986491,"score_spread":0.3569159631337457,"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."}}