{"id":"W6990546713","doi":"","title":"Diseño generativo en Arquitectura. Una reinterpretación de la ETSAM","year":2024,"lang":"es","type":"dissertation","venue":"UPM Digital Archive (Technical University of Madrid)","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architecture; Conceptualization; Function (biology); Field (mathematics); Domain (mathematical analysis)","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"],"consensus_categories":[],"category_scores_codex":[0.0001724782,0.0005845987,0.0006305932,0.0004734522,0.0001478395,0.0001684102,0.0008331952,0.0004626229,0.0001038222],"category_scores_gemma":[0.0001262795,0.0006493678,0.0006598895,0.0003153121,0.0003962479,0.0002368923,0.000331035,0.001286541,0.0001945052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002079996,"about_ca_system_score_gemma":0.0002248873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005519548,"about_ca_topic_score_gemma":0.00004275105,"domain_scores_codex":[0.9978364,0.0002074264,0.0003973922,0.0006573744,0.0004543294,0.0004471339],"domain_scores_gemma":[0.9978167,0.001354673,0.0001437396,0.0003641727,0.0000685661,0.000252166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003551724,0.001167165,0.0006459242,0.008433959,0.004549058,0.00403473,0.02794063,0.3117183,0.09337154,0.2279532,0.02399892,0.2926348],"study_design_scores_gemma":[0.00320482,0.002368476,0.05318522,0.01164213,0.002603674,0.0007779449,0.004046029,0.1704351,0.01385885,0.578822,0.1524846,0.006571161],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1777843,0.0008170555,0.5448893,0.0002624269,0.0003888882,0.0007881505,0.001625167,0.0009820114,0.2724627],"genre_scores_gemma":[0.9894174,0.0001773019,0.006234658,0.00002255358,0.0001608498,0.000002347806,0.001252378,0.0001002541,0.002632205],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8116332,"threshold_uncertainty_score":0.9995958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002658542851191107,"score_gpt":0.2058568479974888,"score_spread":0.2031983051462977,"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."}}