{"id":"W2223913399","doi":"10.5753/cbie.wcbie.2015.1474","title":"Uma Experiência no Ensino de Pensamento Computacional para Alunos do Ensino Fundamental","year":2015,"lang":"pt","type":"article","venue":"Anais ... Workshops do Congresso Brasileiro de Informática na Educação","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Bureau for International Education","keywords":"Psychology; Humanities; Computer science; Physics; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002972458,0.0003677273,0.0003641711,0.001055823,0.005666095,0.00557067,0.0008342388,0.001257378,0.005517918],"category_scores_gemma":[0.006152668,0.0002846164,0.0003684,0.001532875,0.004386066,0.003028656,0.004957136,0.001220158,0.0006360678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001948357,"about_ca_system_score_gemma":0.002784239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01325362,"about_ca_topic_score_gemma":0.02703365,"domain_scores_codex":[0.9968737,0.001952667,0.00008580468,0.000291602,0.0004404642,0.0003557533],"domain_scores_gemma":[0.9933007,0.003949421,0.0005002787,0.0007020301,0.0007052236,0.000842345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002611194,0.0003489701,0.05533877,0.0006842219,0.0000478934,0.002142851,0.7378394,0.0009320235,0.0134784,0.03325805,0.006686706,0.1489816],"study_design_scores_gemma":[0.0000285371,0.0005730381,0.04534625,0.0004297555,0.0000681818,0.0007546753,0.6204568,0.001350289,0.003345218,0.008223464,0.3193377,0.0000861059],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9171842,0.001425023,0.007851011,0.005677258,0.0001315315,0.0001010528,0.000110975,0.0001882083,0.06733079],"genre_scores_gemma":[0.9869026,0.0007100562,0.002133202,0.0002569623,0.00002300589,0.00003337233,0.00002981664,0.00002550544,0.009885348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01325362,"threshold_uncertainty_score":0.02635294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1035218047032602,"score_gpt":0.3769124772065103,"score_spread":0.2733906725032501,"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."}}