{"id":"W4395102158","doi":"10.29327/263416.2.1-13","title":"UMA VIDA DEDICADA À FORMAÇÃO UNIVERSITÁRIA EM ARQUIVOLOGIA NO BRASIL E NA BAHIA","year":2023,"lang":"pt","type":"article","venue":"OFFICINA Revista da Associação de Arquivistas de São Paulo","topic":"Information Science and Libraries","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Art","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":[],"category_scores_codex":[0.005613012,0.001105513,0.001327405,0.001023964,0.002175847,0.004622166,0.004790225,0.0008211427,0.0008716892],"category_scores_gemma":[0.001778136,0.001158306,0.0007231091,0.005926983,0.0004664055,0.005256086,0.002142626,0.001477662,0.007768315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001584782,"about_ca_system_score_gemma":0.002898679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009690891,"about_ca_topic_score_gemma":0.00009351304,"domain_scores_codex":[0.9901046,0.0009759107,0.00175812,0.001446601,0.002202385,0.003512344],"domain_scores_gemma":[0.9933425,0.00113335,0.00153962,0.00206752,0.0008095687,0.001107483],"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":[0.0003744508,0.0005574765,0.02205723,0.001356394,0.0007095769,0.00188625,0.07656264,0.0009814872,0.0009450317,0.1056487,0.722334,0.06658681],"study_design_scores_gemma":[0.005384918,0.002132232,0.1073272,0.001541609,0.0006058365,0.0004143662,0.06124387,0.374841,0.0008080982,0.001862368,0.4384657,0.005372833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8034074,0.001125222,0.1524958,0.005083697,0.004167371,0.002265468,0.0008790002,0.003390519,0.02718557],"genre_scores_gemma":[0.9570277,0.0004211777,0.003062486,0.005467883,0.0005473287,0.00004069102,0.00037185,0.0001203852,0.0329405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3738595,"threshold_uncertainty_score":0.9991232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02725755425168712,"score_gpt":0.2697084228063538,"score_spread":0.2424508685546667,"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."}}