{"id":"W4389490710","doi":"10.4025/arqmudi.v27iespecial3.70554","title":"ADAPTAÇÃO DA METODOLOGIA “SALA DE AULA INVERTIDA” COM APLICAÇÃO DE RECURSO EDUCACIONAL ABERTO “QUIZIZZ” PARA AVALIAÇÃO: RELATO DE EXPERÊNCIA","year":2023,"lang":"pt","type":"article","venue":"Arquivos do Mudi","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; Chemistry; Psychology; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002744125,0.0006297319,0.0007117452,0.000449584,0.001110152,0.0005506312,0.001673343,0.001126052,0.0009150985],"category_scores_gemma":[0.005188129,0.0006609759,0.000425915,0.002548835,0.001178809,0.0006761391,0.0006166067,0.000964874,0.002860176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00122307,"about_ca_system_score_gemma":0.002419713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001740701,"about_ca_topic_score_gemma":0.0007619091,"domain_scores_codex":[0.9940781,0.0008129091,0.0008326038,0.001111834,0.000921833,0.002242702],"domain_scores_gemma":[0.9961289,0.001342995,0.0003937835,0.001053966,0.0002571162,0.0008232713],"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":[0.000164548,0.000941338,0.09886109,0.0001215407,0.0003708606,0.0001586356,0.1008412,0.0001286145,0.003392275,0.1357088,0.6389434,0.0203677],"study_design_scores_gemma":[0.001981017,0.0007249246,0.06451943,0.0007785107,0.0003648134,0.0001401363,0.3538718,0.002635483,0.007858912,0.1395045,0.4242318,0.003388598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9219678,0.002134538,0.0004827752,0.05275793,0.001834466,0.0008382608,0.0000957791,0.002060096,0.01782837],"genre_scores_gemma":[0.9627951,0.001494826,0.000955446,0.003343654,0.0004297314,0.0003443887,0.00005522155,0.00009389224,0.03048778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2530306,"threshold_uncertainty_score":0.9999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1741325564112668,"score_gpt":0.4038691183486682,"score_spread":0.2297365619374014,"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."}}