{"id":"W4403058129","doi":"10.7867/1809-03542022e11555","title":"A LITERATURA NO DIGITAL: PERCEPÇÕES DOS JOVENS BRASILEIROS E PORTUGUESES","year":2024,"lang":"pt","type":"article","venue":"Atos de Pesquisa em Educação","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; International Council for Canadian Studies","keywords":"Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004252839,0.0006106502,0.0005141278,0.00042974,0.0005379597,0.007053243,0.001022182,0.0006079107,0.003043595],"category_scores_gemma":[0.001675204,0.0005795505,0.0004917155,0.001703447,0.0006738178,0.001982605,0.0002901571,0.0007856041,0.006804977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005028157,"about_ca_system_score_gemma":0.0018502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002030136,"about_ca_topic_score_gemma":0.00009544814,"domain_scores_codex":[0.9961129,0.000116858,0.0006796058,0.001050051,0.000741275,0.001299285],"domain_scores_gemma":[0.9976248,0.0006087068,0.0001546062,0.0007360113,0.0003169041,0.0005589625],"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":[0.00004151088,0.001060968,0.0220009,0.0007347303,0.0003098461,0.0002271011,0.2458958,0.000001993005,0.000342579,0.05107513,0.5659624,0.112347],"study_design_scores_gemma":[0.00019897,0.0002566995,0.006925511,0.001085981,0.0001140322,0.000122454,0.2186932,0.0001583942,0.0002153694,0.007380236,0.7636266,0.001222503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8168681,0.01639694,0.00006925871,0.01498619,0.01020585,0.0008658511,0.0004081363,0.002563291,0.1376364],"genre_scores_gemma":[0.8544132,0.0006777795,0.00009185028,0.001135673,0.001501423,0.00009102226,0.00008590166,0.00008681515,0.1419164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1976642,"threshold_uncertainty_score":0.9996656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04263029634489273,"score_gpt":0.3588816383093439,"score_spread":0.3162513419644511,"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."}}