{"id":"W2259508023","doi":"10.17979/reipe.2015.0.13.725","title":"NOSSA UFRPE: Um protótipo inovador para a gestão da comunicação acadêmica","year":2015,"lang":"pt","type":"article","venue":"Revista de Estudios e Investigación en Psicología y Educación","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WSP (Canada)","funders":"","keywords":"Humanities; Art; Physics","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.004345051,0.001294655,0.001781202,0.0006456058,0.00116682,0.001636642,0.003533735,0.001714191,0.0002897971],"category_scores_gemma":[0.01506854,0.001311643,0.0005110115,0.003410086,0.004463233,0.001183384,0.001351426,0.002365458,0.001978149],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002387777,"about_ca_system_score_gemma":0.008862254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005680184,"about_ca_topic_score_gemma":0.0002676437,"domain_scores_codex":[0.9903585,0.001991933,0.001784874,0.001830829,0.001519925,0.002513953],"domain_scores_gemma":[0.9922183,0.001312613,0.001146455,0.002165579,0.0008721055,0.002284936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001434675,0.002989881,0.09877532,0.0005641624,0.000569672,0.0001665769,0.05410833,0.0000277869,0.0004426246,0.2860798,0.5380337,0.0180987],"study_design_scores_gemma":[0.001392693,0.0008854977,0.0108141,0.0007162509,0.0003876396,0.0001182103,0.07780737,0.00006002962,0.0004388728,0.00835737,0.897171,0.001850989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8410752,0.009989471,0.00006660299,0.1259012,0.00298058,0.004024721,0.0001157368,0.001473642,0.01437287],"genre_scores_gemma":[0.972609,0.001795434,0.003187655,0.005566133,0.001608013,0.001103226,0.00008240341,0.0001749022,0.01387316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3591373,"threshold_uncertainty_score":0.9999805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1407740470642841,"score_gpt":0.3840892037171507,"score_spread":0.2433151566528665,"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."}}