{"id":"W4361991042","doi":"10.1344/ridas2022.14.5","title":"Consideraciones y argumentos a favor de la institucionalización del aprendizaje-servicio en la educación superior y la universidad","year":2022,"lang":"es","type":"article","venue":"RIDAS Revista Iberoamericana de Aprendizaje y Servicio","topic":"Higher Education and Sustainability","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Humanities; 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":[],"category_scores_codex":[0.004686572,0.001035003,0.001342814,0.0007307424,0.002798589,0.001183718,0.002208746,0.0005277338,0.005948431],"category_scores_gemma":[0.0006626075,0.001226243,0.0006756451,0.003138322,0.001767018,0.0007068584,0.00112096,0.001765262,0.0001755547],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004398073,"about_ca_system_score_gemma":0.008293081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0185476,"about_ca_topic_score_gemma":0.000572527,"domain_scores_codex":[0.9807377,0.01288884,0.00120877,0.001603756,0.001652264,0.00190861],"domain_scores_gemma":[0.9928551,0.00323921,0.0007671429,0.001424989,0.0004199973,0.001293584],"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":[0.0005246841,0.004892178,0.2421929,0.002054013,0.001175235,0.001058398,0.2277539,0.003333492,0.0006836559,0.473997,0.02342135,0.01891327],"study_design_scores_gemma":[0.001252786,0.0001999114,0.02981282,0.0001665746,0.0004265188,0.0001814438,0.09357119,0.0003635403,0.00003979085,0.001435208,0.8713192,0.001231036],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383804,0.003121538,0.0003602669,0.02210066,0.0005952497,0.001603708,0.0006561591,0.0004662967,0.03271579],"genre_scores_gemma":[0.9846017,0.001707364,0.001093396,0.003643337,0.0004287199,0.0004396414,0.0002396572,0.0001682382,0.007677973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8478978,"threshold_uncertainty_score":0.9998531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007139486886916214,"score_gpt":0.3111844543464571,"score_spread":0.3040449674595408,"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."}}