{"id":"W3210009182","doi":"10.18682/cdc.vi144.5158","title":"Perspectivas del Diseño: El Diseño en nuevos escenarios disciplinares","year":2021,"lang":"es","type":"article","venue":"Cuadernos del Centro de Estudios de Diseño y Comunicación","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WSP (Canada)","funders":"","keywords":"Humanities; Political science; Philosophy","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","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001020541,0.001337013,0.002186057,0.0005947885,0.00135906,0.00106852,0.00204792,0.0008659834,0.001156779],"category_scores_gemma":[0.001251832,0.001690367,0.001102276,0.001706484,0.0006161645,0.001241693,0.001612863,0.001461468,0.001044284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002579713,"about_ca_system_score_gemma":0.0008794859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003405168,"about_ca_topic_score_gemma":0.0001451735,"domain_scores_codex":[0.992038,0.0003133687,0.002527711,0.002329635,0.0003076288,0.002483682],"domain_scores_gemma":[0.9937775,0.0005709505,0.00135435,0.002884364,0.0005803418,0.000832524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001865692,0.002207855,0.9117043,0.000595421,0.001124651,0.0003549659,0.005866711,0.001275414,0.00005307566,0.07045015,0.005265796,0.0009150839],"study_design_scores_gemma":[0.003883928,0.0001054046,0.9125863,0.0004321211,0.0004089079,0.0001910133,0.005046549,0.01450527,0.000148787,0.008711261,0.05174423,0.002236232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9437736,0.03527804,0.004558642,0.007822958,0.001953178,0.001062727,0.001438964,0.0002698166,0.003842117],"genre_scores_gemma":[0.9806017,0.01238979,0.001217749,0.001332873,0.001703812,0.0001732135,0.0006052501,0.0003214419,0.001654121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06173889,"threshold_uncertainty_score":0.9999685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02058733107483897,"score_gpt":0.2519033243184985,"score_spread":0.2313159932436596,"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."}}