{"id":"W2901111723","doi":"10.22456/1679-1916.85903","title":"AVALIAÇÃO DE UM CHATBOT NO CONTEXTO EDUCACIONAL: UM RELATO DE EXPERIÊNCIA COM METIS","year":2018,"lang":"pt","type":"article","venue":"RENOTE","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metis; Chatbot; Context (archaeology); Humanities; Sociology; Psychology; Pedagogy; Computer science; Philosophy; World Wide Web; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01013859,0.0007034399,0.0006638776,0.001562554,0.004251869,0.00620524,0.001780111,0.002161286,0.007000887],"category_scores_gemma":[0.03966631,0.0005147804,0.0004779429,0.001119522,0.004458796,0.005764109,0.005941461,0.002032143,0.001072255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002117661,"about_ca_system_score_gemma":0.002234804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002430978,"about_ca_topic_score_gemma":0.003856717,"domain_scores_codex":[0.9880355,0.009124684,0.0003272452,0.0008382353,0.0010837,0.0005906812],"domain_scores_gemma":[0.9558772,0.03664702,0.001165655,0.002304965,0.002302337,0.00170277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001021777,0.002411278,0.02424221,0.002524736,0.00007501333,0.002704177,0.7625191,0.00144694,0.031973,0.02489094,0.003795023,0.1423957],"study_design_scores_gemma":[0.0002875133,0.005323277,0.0358359,0.002121213,0.0002847507,0.002218204,0.6735588,0.008286976,0.03269799,0.01388586,0.225161,0.0003385053],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9350115,0.0005290665,0.02847478,0.001561171,0.0001559276,0.0007439915,0.0001380664,0.000443418,0.03294205],"genre_scores_gemma":[0.9728951,0.0003423994,0.01327472,0.0003501993,0.00003916945,0.000550376,0.0000675472,0.0001370678,0.01234344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01013859,"threshold_uncertainty_score":0.05361861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0959628211749037,"score_gpt":0.4054970866785769,"score_spread":0.3095342655036731,"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."}}