{"id":"W3197871159","doi":"10.4000/configuracoes.11730","title":"Ficha Técnica","year":2021,"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":[0.0005742635,0.0004210116,0.0004956074,0.000148218,0.000447393,0.000954001,0.001375837,0.000199615,0.00300498],"category_scores_gemma":[0.0004928605,0.0004415129,0.0002826796,0.000847497,0.0002149923,0.0003044654,0.001019504,0.0005577971,0.007300044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000742945,"about_ca_system_score_gemma":0.0003746868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000314976,"about_ca_topic_score_gemma":0.00006732808,"domain_scores_codex":[0.9965217,0.0004121537,0.0005530349,0.001171905,0.0005377096,0.0008034891],"domain_scores_gemma":[0.9969729,0.0003374193,0.0002291543,0.001676252,0.0004816763,0.0003025513],"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":[0.00001793148,0.0005435575,0.0005383666,0.0004019387,0.0003355161,0.001229424,0.006655979,0.0001798607,0.001095493,0.3242973,0.1628636,0.5018411],"study_design_scores_gemma":[0.0006950435,0.00016934,0.002645777,0.0003820706,0.00009502796,0.00005473498,0.001740951,0.02155958,0.005292316,0.0004132002,0.9662033,0.0007487034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01443806,0.03253774,0.0903398,0.03924029,0.01208873,0.0006438725,0.0000306537,0.001063293,0.8096176],"genre_scores_gemma":[0.7516705,0.000451418,0.001204839,0.001287761,0.0005277793,0.00002064025,0.00002183704,0.00003844117,0.2447768],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8033397,"threshold_uncertainty_score":0.9998037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02834560267013861,"score_gpt":0.266329556141349,"score_spread":0.2379839534712103,"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."}}