{"id":"W4292878037","doi":"10.46932/sfjdv3n4-116","title":"Impacto del círculo de lectura para desarrollar habilidades blandas en futuros ingenieros","year":2022,"lang":"es","type":"article","venue":"South Florida Journal of Development","topic":"Educational Innovations and Technology","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Art; Psychology","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":[0.007048367,0.0004538768,0.0004932905,0.002388429,0.002676321,0.006399471,0.0009022325,0.0008758695,0.01282964],"category_scores_gemma":[0.03016968,0.0003133932,0.0004894144,0.001777353,0.001742172,0.002565238,0.003203292,0.001174015,0.002036558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00359772,"about_ca_system_score_gemma":0.00619883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007124612,"about_ca_topic_score_gemma":0.01517326,"domain_scores_codex":[0.9947354,0.002847328,0.0002254347,0.000471627,0.001316853,0.0004033264],"domain_scores_gemma":[0.970982,0.01678802,0.002792326,0.002032292,0.004701104,0.002704185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008702422,0.0008985703,0.1090889,0.003036707,0.0001292324,0.0008195066,0.1145612,0.002097549,0.01666437,0.01995494,0.01636219,0.7155166],"study_design_scores_gemma":[0.0001782591,0.00296169,0.3867839,0.004415558,0.0005342508,0.0007221021,0.1948845,0.004667859,0.01573731,0.01303083,0.3758148,0.0002689225],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8519004,0.00340617,0.02497908,0.006441875,0.0004651652,0.0005310522,0.0004356713,0.001261595,0.110579],"genre_scores_gemma":[0.9453916,0.002334645,0.02398103,0.0006666587,0.0001344445,0.0003567133,0.000269503,0.0002011163,0.0266642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01282964,"threshold_uncertainty_score":0.0429194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01766552791140064,"score_gpt":0.2664444614636703,"score_spread":0.2487789335522697,"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."}}