{"id":"W4379381145","doi":"10.51189/encoped/19472","title":"MULTICULTURALISMO: SUA IMPORTÂNCIA PARA A EDUCAÇÃO NAS ESCOLAS","year":2023,"lang":"pt","type":"article","venue":"","topic":"Cultural, Media, and Literary Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002659179,0.0006758857,0.000727416,0.0002024277,0.001462647,0.0009088978,0.0003599289,0.0001715627,0.01007959],"category_scores_gemma":[0.0001285334,0.0004556573,0.0004695116,0.0003182413,0.0004518004,0.0007398204,0.0002711571,0.000402955,0.00591949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000776278,"about_ca_system_score_gemma":0.00008736733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001645741,"about_ca_topic_score_gemma":0.004351288,"domain_scores_codex":[0.9967693,0.0001064489,0.0007961789,0.0007129562,0.0005408304,0.00107429],"domain_scores_gemma":[0.9984692,0.0002467358,0.0002040363,0.0004372286,0.0003312188,0.0003115651],"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":[0.0000339684,0.0001526453,0.0009128735,0.0001816456,0.0003357104,0.0001060255,0.376211,0.000001825387,0.0001176842,0.01644538,0.6045717,0.0009295248],"study_design_scores_gemma":[0.0007069003,0.0001427518,0.006557954,0.0001488776,0.0001496704,0.00001210743,0.2090278,0.0002158365,0.00009591418,0.0001612721,0.7820735,0.0007073949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9133543,0.004737366,7.784915e-7,0.01017302,0.008549515,0.00107605,0.0004341998,0.001051533,0.06062328],"genre_scores_gemma":[0.5224899,0.0009715766,0.00001542727,0.001292433,0.002675541,0.00008958995,0.000315715,0.00004221934,0.4721076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4114843,"threshold_uncertainty_score":0.9998373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08225981639066968,"score_gpt":0.2939235911616206,"score_spread":0.211663774770951,"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."}}