{"id":"W7117583636","doi":"10.21747/21836671/pag24a8","title":"Entre a preservação e o acesso o conhecimento mediado a partir das coleções pessoais","year":2025,"lang":"","type":"article","venue":"Páginas a&b Arquivos & Bibliotecas","topic":"Information Science and Libraries","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Institution; Politics; Value (mathematics); Public institution","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.002341639,0.001150381,0.001241352,0.008533155,0.001913057,0.008670541,0.006270301,0.0006982327,0.002290337],"category_scores_gemma":[0.0007389265,0.001096926,0.0005143887,0.03337589,0.001469327,0.0152952,0.003908832,0.001091773,0.001766121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002160743,"about_ca_system_score_gemma":0.002631956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003100191,"about_ca_topic_score_gemma":0.0001358702,"domain_scores_codex":[0.9902828,0.0005042737,0.002153708,0.001894964,0.002617717,0.002546523],"domain_scores_gemma":[0.9932902,0.0008556832,0.001013688,0.002960707,0.001008793,0.0008708796],"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":[0.0004176469,0.001155875,0.00812277,0.0009988671,0.0007915573,0.0002876443,0.05050511,0.0006345793,0.00130221,0.2479221,0.5010267,0.186835],"study_design_scores_gemma":[0.002376447,0.0004380903,0.004696532,0.0007787149,0.0002372337,0.0000472078,0.002845504,0.1223982,0.02952285,0.008499891,0.8266276,0.001531688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1265385,0.03201684,0.3351349,0.1932416,0.02019543,0.007266645,0.0004045593,0.002774193,0.2824274],"genre_scores_gemma":[0.9618481,0.003357814,0.004487439,0.0105082,0.0005206004,0.0003421549,0.00004137556,0.00005491611,0.01883943],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8353096,"threshold_uncertainty_score":0.9993863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02462535418244493,"score_gpt":0.3133347919603943,"score_spread":0.2887094377779494,"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."}}