{"id":"W4410446285","doi":"10.12688/f1000research.159117.3","title":"Women's studies in the Latin American context: a bibliometric approach","year":2025,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Social Sciences and Humanities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Open peer review; Plant biology; Context (archaeology); Latin Americans; Bibliometrics; Physiology; Medicine; Biology; Neuroscience; Library science; Geography; Political science; Botany; Computer science; Archaeology","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":["bibliometrics","sts"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.008779579,0.0001951849,0.00048367,0.01242345,0.001273425,0.0007839915,0.002522603,0.0001484154,0.0001796027],"category_scores_gemma":[0.002574557,0.0001403496,0.000122621,0.04846272,0.006090095,0.0001136986,0.001210839,0.001158066,0.00002682151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007856053,"about_ca_system_score_gemma":0.001276733,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0487476,"about_ca_topic_score_gemma":0.01831227,"domain_scores_codex":[0.9940453,0.001841433,0.0003231451,0.0005267337,0.002236353,0.001027063],"domain_scores_gemma":[0.9968004,0.002126566,0.0001423217,0.0004048173,0.0004086928,0.000117228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002165011,0.0001915007,0.0194991,0.0001964702,0.00008407565,0.00001434014,0.7680472,0.00002415844,3.795071e-7,0.1471015,0.01658384,0.04823573],"study_design_scores_gemma":[0.0001145946,0.00005806867,0.02468714,0.00006558964,0.000007030598,8.221364e-8,0.8845938,0.00003312411,6.261896e-7,0.0348621,0.05537868,0.0001991695],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5663264,0.01059158,0.00001922152,0.00872285,0.001067643,0.002614675,0.00008417502,0.0001604133,0.4104131],"genre_scores_gemma":[0.9745938,0.005025381,0.0001011085,0.0005729235,0.0006471826,0.001116261,0.000006228149,0.000009336338,0.01792784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4082674,"threshold_uncertainty_score":0.9996009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.416319839601637,"score_gpt":0.5082498152440752,"score_spread":0.09192997564243816,"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."}}