{"id":"W4235993070","doi":"10.4000/configuracoes.3077","title":"Ficha Técnica","year":2016,"lang":"pt","type":"article","venue":"Configurações","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business administration; Business","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":[0.000733052,0.0004429418,0.0004442644,0.0002158193,0.0003623342,0.0004588342,0.001912153,0.0001940804,0.002461894],"category_scores_gemma":[0.0004318324,0.0003170701,0.0002383641,0.000448251,0.0003600821,0.000435628,0.0007671849,0.0002786686,0.01588335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009615409,"about_ca_system_score_gemma":0.0001571286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003060339,"about_ca_topic_score_gemma":0.00003178636,"domain_scores_codex":[0.9966924,0.0003002379,0.0005476592,0.001066697,0.0005090241,0.0008840166],"domain_scores_gemma":[0.9970248,0.0005267715,0.0002831719,0.001582211,0.0002616744,0.0003214015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002033371,0.0001659708,0.0004812968,0.00009663365,0.0001258059,0.00008987146,0.001773952,0.000006529964,0.001196967,0.178231,0.09743623,0.7203754],"study_design_scores_gemma":[0.001089611,0.0003562012,0.003709459,0.0006938244,0.00006388001,0.00001664093,0.0003598616,0.003137983,0.002998375,0.0006459531,0.9861408,0.0007874293],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01905746,0.009930564,0.2971208,0.07686695,0.01202224,0.001184823,0.00004787809,0.001667209,0.5821021],"genre_scores_gemma":[0.7836836,0.0003062915,0.0004183904,0.0005370669,0.00046818,0.00002469381,0.000002343151,0.00003393637,0.2145255],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8887045,"threshold_uncertainty_score":0.9999281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02622126170360699,"score_gpt":0.2584232176426804,"score_spread":0.2322019559390734,"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."}}