{"id":"W4308705922","doi":"10.37001/emr-rs.v.2.n.23.2022.d7","title":"AVALIANDO O CONHECIMENTO DE PROPRIEDADES DA MEDIANA E MÉDIA DE ALUNOS DO SEGUNDO ANO DO ENSINO MÉDIO NO BRASIL","year":2022,"lang":"pt","type":"article","venue":"Educação Matemática em Revista - RS","topic":"Science and Education Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"NoNO (Canada)","funders":"","keywords":"Humanities; Medicine; Philosophy; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008857273,0.0006278688,0.0008512769,0.0005446927,0.003555796,0.004341803,0.002608086,0.0002920032,0.04339166],"category_scores_gemma":[0.002901752,0.0006486428,0.0003903013,0.002772387,0.001387022,0.0009297468,0.0007130437,0.001237596,0.00364603],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002359655,"about_ca_system_score_gemma":0.01110196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002723026,"about_ca_topic_score_gemma":0.00007286487,"domain_scores_codex":[0.9886518,0.002852572,0.00113743,0.00133927,0.003174899,0.002844036],"domain_scores_gemma":[0.9947569,0.000915322,0.0005223716,0.001306108,0.000666401,0.001832845],"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":[0.0001829267,0.0009911754,0.03911798,0.0004555125,0.0001863149,0.0001003119,0.1035178,0.00001721623,0.001051173,0.01559792,0.8337611,0.005020552],"study_design_scores_gemma":[0.0007327897,0.0003322608,0.005849831,0.0002391433,0.0001573048,0.00006451901,0.2406551,0.00008826607,0.0003367403,0.0005649157,0.7500489,0.0009301587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8937284,0.00897425,0.00004527721,0.03273415,0.007813432,0.003613882,0.0003664908,0.000315603,0.05240854],"genre_scores_gemma":[0.9109545,0.001151253,0.0004211813,0.003440145,0.001855969,0.000579596,0.00007189017,0.00009879086,0.08142669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1371373,"threshold_uncertainty_score":0.9995965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0643229929298806,"score_gpt":0.3823909323748041,"score_spread":0.3180679394449235,"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."}}