{"id":"W4385247791","doi":"10.5753/wit.2023.230764","title":"ELLAS: Uma plataforma de dados abertos com foco em lideranças femininas em STEM no contexto da América Latina","year":2023,"lang":"pt","type":"article","venue":"","topic":"Information Science and Libraries","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; International Development Research Centre","keywords":"Humanities; 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":[],"category_scores_codex":[0.001404547,0.0005827505,0.0006416353,0.000514226,0.001221463,0.00412891,0.002721886,0.0003156714,0.000488624],"category_scores_gemma":[0.0001291779,0.0005067679,0.0002561166,0.002794949,0.0002491672,0.007147789,0.001373078,0.000509897,0.01719108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001162377,"about_ca_system_score_gemma":0.0007419195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001007188,"about_ca_topic_score_gemma":0.00006560879,"domain_scores_codex":[0.9948074,0.0001646462,0.001335861,0.0007884941,0.0013169,0.001586736],"domain_scores_gemma":[0.9964237,0.0007433661,0.0005130419,0.001377894,0.0003754118,0.0005666489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001217712,0.0001495325,0.002463206,0.0002906901,0.0001141311,0.0001903328,0.1945238,0.001146316,0.00009385352,0.07328729,0.3795388,0.3480802],"study_design_scores_gemma":[0.001451792,0.000510286,0.003289656,0.0002158085,0.00002054544,0.0001054694,0.0338567,0.8028495,0.001895675,0.0004361953,0.1543303,0.001038111],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1818873,0.0001919856,0.3673709,0.01209371,0.007543176,0.003436669,0.0002192218,0.004318307,0.4229387],"genre_scores_gemma":[0.8581742,0.0001750497,0.004170493,0.007329223,0.0002786328,0.00009225164,0.00006121772,0.00005170087,0.1296672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8017032,"threshold_uncertainty_score":0.9997384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08534104171755419,"score_gpt":0.3127743540464891,"score_spread":0.2274333123289349,"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."}}