{"id":"W4312687338","doi":"10.55028/edutec.v1i1.13660","title":"DE INOVAÇÃO À INCLUSÃO","year":2021,"lang":"pt","type":"article","venue":"Revista Edutec - Educação Tecnologias Digitais e Formação Docente","topic":"Education during COVID-19 pandemic","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Context (archaeology); Sociology; Pedagogy; Humanities; Philosophy; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002421937,0.001314408,0.001567939,0.0007450902,0.002146421,0.002940922,0.002757148,0.001324513,0.003103427],"category_scores_gemma":[0.007242272,0.0014429,0.001014862,0.004161993,0.001192211,0.002232794,0.00156063,0.002234079,0.002065334],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003870253,"about_ca_system_score_gemma":0.01336921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004789845,"about_ca_topic_score_gemma":0.00031169,"domain_scores_codex":[0.9894289,0.001070195,0.00214956,0.002045288,0.001660668,0.003645368],"domain_scores_gemma":[0.9924029,0.001015164,0.001252802,0.002441176,0.001375655,0.001512329],"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":[0.0002794213,0.006656296,0.2083415,0.003490307,0.00179467,0.0006764444,0.09866671,0.0001020032,0.0009609031,0.09091808,0.4736567,0.114457],"study_design_scores_gemma":[0.001234669,0.0002187993,0.008184267,0.001357009,0.0003770332,0.0003070698,0.04635531,0.00008866557,0.001301765,0.0019312,0.9366297,0.002014489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8498424,0.03495882,0.001469569,0.03820019,0.01087603,0.002403444,0.0004722807,0.002058247,0.05971897],"genre_scores_gemma":[0.9158095,0.008488513,0.0005918897,0.005504316,0.001788368,0.0001725599,0.0002594899,0.0002035866,0.06718185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.462973,"threshold_uncertainty_score":0.999972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05676951861028014,"score_gpt":0.3731407541203371,"score_spread":0.316371235510057,"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."}}