{"id":"W4393251573","doi":"10.48075/rlhm.v19i34.33031","title":"Apresentação","year":2024,"lang":"pt","type":"article","venue":"Revista de Literatura, História e Memória","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Geomechanica (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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003261223,0.002125618,0.002048896,0.001462341,0.0006338983,0.01702501,0.002012266,0.001120486,0.008514626],"category_scores_gemma":[0.001088346,0.002128127,0.001698795,0.005180711,0.0004879201,0.001807235,0.0007144464,0.003014791,0.06451569],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003883616,"about_ca_system_score_gemma":0.00143292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001066507,"about_ca_topic_score_gemma":0.00001176797,"domain_scores_codex":[0.9875292,0.001945673,0.002507276,0.003227499,0.001768515,0.003021908],"domain_scores_gemma":[0.992889,0.001247487,0.0005022275,0.003330603,0.0005224145,0.001508197],"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":[0.000532347,0.0003469861,0.0003863263,0.006462233,0.00125179,0.005315613,0.01150422,0.00001043596,0.0478713,0.1148502,0.8030194,0.008449193],"study_design_scores_gemma":[0.00108474,0.0002029173,0.000220455,0.007638685,0.001450521,0.001210782,0.0002759339,0.01025905,0.00067844,0.0006738229,0.9741169,0.002187773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06434341,0.8693094,0.001365818,0.003309377,0.01781805,0.004274432,0.007496558,0.004844968,0.02723793],"genre_scores_gemma":[0.8070362,0.001593601,0.001137194,0.0008547708,0.00626237,0.0002668171,0.001491066,0.001569259,0.1797888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8677158,"threshold_uncertainty_score":0.9999403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841787340610157,"score_gpt":0.2976780043635031,"score_spread":0.2792601309574015,"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."}}