{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007860353,0.0002726663,0.0003293453,0.0001430488,0.0007029821,0.0002605376,0.0007000362,0.0004819992,0.001955979],"category_scores_gemma":[0.001882348,0.0002792113,0.0001758471,0.0005481093,0.001060005,0.0003344567,0.0001789864,0.0003041727,0.003910874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005166065,"about_ca_system_score_gemma":0.001038432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001462817,"about_ca_topic_score_gemma":0.0009414172,"domain_scores_codex":[0.9976364,0.0002164191,0.0003804239,0.0004685048,0.00044606,0.0008522297],"domain_scores_gemma":[0.9983654,0.000246821,0.0002186047,0.0004999418,0.0003241637,0.0003450523],"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":[0.0001060213,0.0007525682,0.006305594,0.00006795941,0.0001663849,0.00001994897,0.1568298,9.127542e-7,0.008204311,0.1646322,0.6174113,0.04550296],"study_design_scores_gemma":[0.0003153227,0.000255045,0.002147452,0.0001680338,0.00003653953,0.000009874295,0.04740492,0.00006658707,0.006197737,0.009522355,0.9333764,0.0004997205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.740133,0.002932681,0.0004437163,0.06091189,0.005082808,0.0006168972,0.00006896842,0.0009582097,0.1888518],"genre_scores_gemma":[0.885744,0.0005682085,0.001131338,0.001447587,0.0008661008,0.0000414387,0.000009051158,0.00003579031,0.1101565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3159651,"threshold_uncertainty_score":0.999966,"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."}}