{"id":"W2904094618","doi":"10.17143/ciaed/xxivciaed.2018.7078","title":"OS DESAFIOS DA FORMAÇÃO DE PROFESSORES PARA UTILIZAÇÃODAS TIC NO ENSINO FUNDAMENTAL II","year":2018,"lang":"pt","type":"article","venue":"Apresentações Trabalhos Científicos","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Computer science; 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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0008165647,0.0007314833,0.0006340835,0.0004458342,0.002929687,0.0008205863,0.001779267,0.0006423491,0.003824015],"category_scores_gemma":[0.0008469617,0.0007219069,0.0004263849,0.001563465,0.002887948,0.001391775,0.0008077094,0.0006339506,0.003546603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005901923,"about_ca_system_score_gemma":0.0007815079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003948908,"about_ca_topic_score_gemma":0.0008157464,"domain_scores_codex":[0.9939787,0.0003619732,0.0009238872,0.001163473,0.001357568,0.002214406],"domain_scores_gemma":[0.9968889,0.0003253964,0.0004749195,0.001095001,0.0005141908,0.000701545],"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":[0.0005667237,0.007193939,0.09507142,0.0004026511,0.0006099975,0.00007877989,0.1850078,0.000005244362,0.005195868,0.04301257,0.6238168,0.0390382],"study_design_scores_gemma":[0.002536825,0.002222704,0.02097227,0.0004922802,0.0002807002,0.00005691296,0.2525984,0.00181138,0.01859068,0.003648503,0.6946428,0.002146586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9074765,0.0007652018,0.0001755275,0.006134751,0.003955558,0.001968973,0.0001590196,0.0008655941,0.07849885],"genre_scores_gemma":[0.9458965,0.0002238877,0.0002348981,0.00132174,0.0008296476,0.0001684378,0.00007155503,0.00007719602,0.0511761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07409915,"threshold_uncertainty_score":0.9998256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1193002619494968,"score_gpt":0.3902290135385431,"score_spread":0.2709287515890463,"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."}}