{"id":"W7037223961","doi":"","title":"Diseño universal para la instrucción: indicadores para su implementación en el ámbito universitario","year":2015,"lang":"es","type":"article","venue":"RECERCAT (Consorci de Serveis Universitaris de Catalunya)","topic":"Inclusive Education and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Universal design; Work (physics); Occupational training; Order (exchange)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002182242,0.000794412,0.000805107,0.001155431,0.002085712,0.0004964424,0.002345305,0.001106467,0.001521469],"category_scores_gemma":[0.000412377,0.001021342,0.0005215803,0.002264734,0.001495753,0.002143387,0.001507113,0.001189991,0.0006778915],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0106204,"about_ca_system_score_gemma":0.008193761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06639913,"about_ca_topic_score_gemma":0.005047213,"domain_scores_codex":[0.9930189,0.002280307,0.0005288198,0.001186993,0.001228945,0.001756049],"domain_scores_gemma":[0.9949159,0.0007374995,0.0005596148,0.0009068505,0.0007133526,0.002166805],"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":[0.001154958,0.001054289,0.5969707,0.0001759802,0.001084455,0.001001082,0.1572979,0.0002508288,0.0001980874,0.1604132,0.0772664,0.003132142],"study_design_scores_gemma":[0.003802319,0.0003124811,0.09094846,0.0001391382,0.0008959124,0.00005508549,0.3227817,0.0001526947,0.0003709116,0.001472627,0.5777208,0.001347922],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9043911,0.0003874619,0.0001872762,0.0114867,0.001015276,0.0007702388,0.0007993099,0.0002933685,0.08066928],"genre_scores_gemma":[0.9890773,0.001551799,0.0009392007,0.0006259505,0.0005374355,0.000003721619,0.0005589894,0.0000710324,0.006634585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5060222,"threshold_uncertainty_score":0.9993913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03560790947627916,"score_gpt":0.339577032031611,"score_spread":0.3039691225553318,"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."}}