{"id":"W4389925360","doi":"10.17143/ciaed.xxviiiciaed.2023.233573","title":"Vivências e Contribuições de um Projeto de Extensão para o Desenvolvimento das Competências Digitais de Gestores e Docentes","year":2023,"lang":"pt","type":"article","venue":"Apresentações Trabalhos Científicos","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Philosophy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001905448,0.0008289556,0.0008501416,0.0007964173,0.001461644,0.001468278,0.002085858,0.0006862329,0.0003241717],"category_scores_gemma":[0.00311643,0.0008535144,0.0005880053,0.003217829,0.001430406,0.001158375,0.0006303889,0.0007185969,0.00131726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001489936,"about_ca_system_score_gemma":0.001652796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001680372,"about_ca_topic_score_gemma":0.00176829,"domain_scores_codex":[0.9921833,0.0006313862,0.0009898022,0.001298823,0.001517581,0.003379134],"domain_scores_gemma":[0.9955887,0.001412691,0.0004909933,0.001027033,0.0004077485,0.001072848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002466418,0.003550239,0.4679832,0.0003575195,0.0006343289,0.0005696827,0.1140928,0.0002335202,0.005286941,0.05131043,0.3375368,0.01819801],"study_design_scores_gemma":[0.002571477,0.0006179269,0.1741934,0.0006329148,0.000351819,0.0000919733,0.4319449,0.002655588,0.0166826,0.01394984,0.3539216,0.002385999],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581908,0.003119285,0.0003903894,0.01395191,0.001244997,0.001977097,0.0004160915,0.002526884,0.01818253],"genre_scores_gemma":[0.9689131,0.00260197,0.0002252735,0.0009148113,0.0004812267,0.0004096184,0.0001624635,0.0001140886,0.0261774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3178521,"threshold_uncertainty_score":0.9998383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08902008990813816,"score_gpt":0.3957261169877832,"score_spread":0.3067060270796451,"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."}}