{"id":"W4206208552","doi":"10.5216/revufg.v21.70432","title":"Criação artística universitária: gerando conhecimento crítico na América Latina","year":2021,"lang":"es","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Educational Research and Science Teaching","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Amorfix (Canada)","funders":"","keywords":"Humanities; Art; Political science","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"],"consensus_categories":[],"category_scores_codex":[0.001264126,0.0005777125,0.0006398807,0.000196103,0.002144024,0.001111529,0.001085963,0.0005573439,0.0007273161],"category_scores_gemma":[0.002402787,0.0003740231,0.0004305788,0.001621169,0.00009357002,0.0008042947,0.0004488295,0.001071324,0.0001387003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008107467,"about_ca_system_score_gemma":0.001342751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009430093,"about_ca_topic_score_gemma":0.0001778709,"domain_scores_codex":[0.9936735,0.001197028,0.0007845417,0.001282919,0.001675813,0.001386199],"domain_scores_gemma":[0.9954673,0.001401207,0.0003860447,0.0004163864,0.001089695,0.001239345],"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":[0.0002555929,0.001505027,0.001540349,0.00009131164,0.0002031112,0.0005782794,0.001371528,0.00005136476,0.06329785,0.9138458,0.00348412,0.01377566],"study_design_scores_gemma":[0.0009655404,0.000194926,0.03339129,0.0002520138,0.0001026333,0.0006839241,0.003297,0.0005574515,0.002171381,0.0008728002,0.9568182,0.0006928788],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.402781,0.001443653,0.0007180075,0.1743029,0.002149783,0.0009936776,0.0003550947,0.0004421227,0.4168138],"genre_scores_gemma":[0.9933328,0.001019645,0.001226094,0.0005590697,0.001188464,0.00005957399,0.0003483212,0.00001298115,0.002253019],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.953334,"threshold_uncertainty_score":0.9999254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03562339598646271,"score_gpt":0.273314813948509,"score_spread":0.2376914179620463,"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."}}