{"id":"W4403375200","doi":"10.47879/ed.ep.2024592p179","title":"MEMORIAL","year":2024,"lang":"pt","type":"book-chapter","venue":"EPITAYA eBooks","topic":"Rural and Ethnic Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Bank Note Company (Canada)","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007378377,0.001036724,0.0007551724,0.001910309,0.003333827,0.007350366,0.001881482,0.003251644,0.7719858],"category_scores_gemma":[0.003337735,0.0004991923,0.000834479,0.001726979,0.0009054823,0.004149604,0.004796027,0.002731779,0.5828416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002109954,"about_ca_system_score_gemma":0.003588419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00434206,"about_ca_topic_score_gemma":0.008632462,"domain_scores_codex":[0.9988344,0.0001433446,0.00006721773,0.0002774505,0.0004793476,0.0001981182],"domain_scores_gemma":[0.9984616,0.0001625207,0.00006786115,0.0002504833,0.000642845,0.0004147579],"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":[0.00005819401,0.00004481566,0.0003420242,0.0002305229,0.000006917359,0.0002316862,0.0002340352,0.00009495777,0.0003566725,0.01827499,0.8474192,0.1327059],"study_design_scores_gemma":[0.000003945644,0.000007870759,0.0002152758,0.00006585394,0.000001595517,0.00008761383,0.0001082123,0.0000262467,0.00006395688,0.001070247,0.9983454,0.000003763302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000828755,0.002733673,0.00131159,0.006710682,0.007171511,0.0001228825,0.00201001,0.001149346,0.9779614],"genre_scores_gemma":[0.003421469,0.001453246,0.0005699876,0.001311529,0.0006447267,0.00004838656,0.001240082,0.0002600317,0.9910505],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2280142,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06510255189004863,"score_gpt":0.3324164638004516,"score_spread":0.267313911910403,"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."}}