{"id":"W3163450512","doi":"10.1344/ridas2021.11.1","title":"Aprendizaje-servicio y formación inicial docente. Factores que determinan el desarrollo de habilidades transversales","year":2021,"lang":"es","type":"article","venue":"RIDAS Revista Iberoamericana de Aprendizaje y Servicio","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Psychology; Service-learning; Context (archaeology); Pedagogy; Focus group; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002490535,0.0002090477,0.0002018238,0.000741194,0.002556767,0.003003199,0.0004852428,0.0006993455,0.002305239],"category_scores_gemma":[0.006813205,0.0001258918,0.0001917663,0.0008112469,0.002092472,0.00141121,0.002186917,0.001097964,0.0002496473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003446622,"about_ca_system_score_gemma":0.008341547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01900831,"about_ca_topic_score_gemma":0.04172191,"domain_scores_codex":[0.9979127,0.0008967246,0.0001015326,0.000141869,0.0003317255,0.0006153859],"domain_scores_gemma":[0.9961515,0.001193153,0.0006493307,0.000133778,0.0005341967,0.001338085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001469982,0.0009825989,0.3087137,0.0005424279,0.00002504523,0.001929635,0.3616971,0.0003981486,0.002314512,0.01633086,0.002869327,0.3040496],"study_design_scores_gemma":[0.00001260701,0.0004917367,0.329491,0.0006328804,0.00002321483,0.0009702009,0.59907,0.0005095315,0.0009364124,0.002452985,0.06537058,0.0000387172],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975752,0.0008524463,0.0009217178,0.001691954,0.00006400303,0.00008316428,0.00003585396,0.00001677958,0.02058207],"genre_scores_gemma":[0.9961165,0.0003193902,0.0006232993,0.00009489692,0.00001212966,0.00002187197,0.00002021181,0.000002103814,0.002789593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01900831,"threshold_uncertainty_score":0.03779536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02034751355220674,"score_gpt":0.3208900952445914,"score_spread":0.3005425816923847,"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."}}