{"id":"W4389819035","doi":"10.36660/abcimg.20230078","title":"A Representatividade Feminina em Publicações Científicas","year":2023,"lang":"pt","type":"article","venue":"ARQUIVOS BRASILEIROS DE CARDIOLOGIA - IMAGEM CARDIOVASCULAR","topic":"Science and Science Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Physics","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":[0.01777215,0.000881446,0.001750641,0.001055242,0.002483964,0.001780635,0.003179191,0.0008273349,0.0003776739],"category_scores_gemma":[0.006924659,0.0008728882,0.003662378,0.01041497,0.00222421,0.002081979,0.0009839931,0.0009859537,0.003628038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008192263,"about_ca_system_score_gemma":0.001557735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005359367,"about_ca_topic_score_gemma":0.00006937616,"domain_scores_codex":[0.9855873,0.003352626,0.00106798,0.002916117,0.003559725,0.003516254],"domain_scores_gemma":[0.993459,0.001098135,0.0004111493,0.003171437,0.0006814574,0.001178794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008455262,0.0004035006,0.328136,0.0002192294,0.004392962,0.001677754,0.1432225,0.007740366,0.004798871,0.001977225,0.4486121,0.05873499],"study_design_scores_gemma":[0.0009215124,0.0001905718,0.7514349,0.0001082349,0.0008411111,0.0001905373,0.1756609,0.001345587,0.001029767,0.0006728495,0.06605367,0.001550315],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580039,0.004336866,0.001984678,0.003609946,0.006707287,0.002029421,0.0001348944,0.001459758,0.02173318],"genre_scores_gemma":[0.9823296,0.002148015,0.0003082826,0.0006773229,0.002489527,0.0004666043,0.0001021369,0.00009471167,0.0113838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.423299,"threshold_uncertainty_score":0.9993722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1013781040241441,"score_gpt":0.3620965052436455,"score_spread":0.2607184012195014,"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."}}