{"id":"W3027982701","doi":"10.1344/ridas2020.9.4","title":"Innovación y aprendizaje-servicio virtual: elementos para una reflexión basada en la experiencia","year":2020,"lang":"es","type":"article","venue":"RIDAS Revista Iberoamericana de Aprendizaje y Servicio","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Humanities; Sociology; 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","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001902762,0.001969366,0.00221488,0.000715666,0.0008002704,0.002572952,0.006439182,0.0005703198,0.001212059],"category_scores_gemma":[0.0004595207,0.002113873,0.0007223822,0.006093351,0.0006370938,0.001203808,0.004350704,0.0019836,0.002480302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009192402,"about_ca_system_score_gemma":0.0008346624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002209633,"about_ca_topic_score_gemma":0.0000915574,"domain_scores_codex":[0.9865636,0.002781674,0.002400798,0.003425752,0.001997448,0.002830701],"domain_scores_gemma":[0.992107,0.0007310821,0.001545498,0.003329485,0.0005156148,0.001771281],"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":[0.0009010137,0.002397232,0.02322958,0.007422451,0.003254274,0.002780149,0.1040798,0.007424706,0.007594486,0.4178771,0.07716348,0.3458757],"study_design_scores_gemma":[0.002327061,0.001980786,0.008237544,0.001615931,0.000511625,0.00008112605,0.007759065,0.07141877,0.001713597,0.0002510126,0.9006398,0.003463707],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.361358,0.01854276,0.4140791,0.08449844,0.002475828,0.006960697,0.0007012373,0.0069523,0.1044317],"genre_scores_gemma":[0.9680907,0.001487704,0.01123438,0.01397181,0.00140155,0.0003371974,0.000236143,0.000386756,0.002853773],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8234763,"threshold_uncertainty_score":0.999701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02203740544597039,"score_gpt":0.2954695050171117,"score_spread":0.2734320995711413,"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."}}