{"id":"W4401612652","doi":"10.5753/rbie.2024.3213","title":"Efeito da promoção do pensamento computacional nas habilidades do século XXI: uma revisão sistemática da literatura","year":2024,"lang":"pt","type":"article","venue":"Revista Brasileira de Informática na Educação","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Humanities; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008395632,0.001033896,0.001389109,0.003822014,0.001452224,0.007360489,0.001876005,0.002221233,0.01420967],"category_scores_gemma":[0.04556703,0.0007589405,0.002129562,0.00503217,0.00229404,0.005100143,0.002393161,0.001991104,0.002354509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003306792,"about_ca_system_score_gemma":0.006933627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01007127,"about_ca_topic_score_gemma":0.01234746,"domain_scores_codex":[0.9928626,0.003151258,0.0008826896,0.001074799,0.001710438,0.0003182303],"domain_scores_gemma":[0.9460276,0.04126193,0.004830029,0.001993567,0.005185909,0.0007010157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001737165,0.0004315192,0.08064815,0.04669232,0.001709499,0.0007318497,0.0125743,0.005959084,0.004179029,0.04939396,0.02654133,0.7694017],"study_design_scores_gemma":[0.0003415699,0.00278651,0.2018984,0.06156394,0.005249291,0.002119144,0.02459789,0.0114854,0.01353815,0.05165947,0.6241939,0.000566289],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2153818,0.6264634,0.04635849,0.02485289,0.004177494,0.0009425859,0.004754269,0.0008262804,0.07624278],"genre_scores_gemma":[0.6307572,0.2979415,0.04219821,0.003860395,0.001304173,0.001304009,0.003550791,0.0003048099,0.01877889],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01420967,"threshold_uncertainty_score":0.04753602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03256307329338256,"score_gpt":0.3187821613515857,"score_spread":0.2862190880582031,"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."}}