{"id":"W4400101322","doi":"10.56294/piii2024249","title":"Political-Economic Instability in Latin America and Its Impact on Gender Inequality in Science","year":2024,"lang":"en","type":"article","venue":"SCT Proceedings in Interdisciplinary Insights and Innovations.","topic":"Economic Growth and Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political instability; Latin Americans; Inequality; Politics; Instability; Political science; Development economics; Economics; Physics; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0007058967,0.0001990541,0.0002524715,0.001483745,0.0001227229,0.0003995073,0.0003398873,0.0000674668,0.000008922683],"category_scores_gemma":[0.00007905471,0.0001594824,0.00002087722,0.00177251,0.0002325954,0.001913552,0.001151625,0.000339795,0.00001055183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007546298,"about_ca_system_score_gemma":0.0003425656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004119984,"about_ca_topic_score_gemma":0.00002589889,"domain_scores_codex":[0.9980108,0.00001379976,0.0006610622,0.0007629768,0.0001257771,0.0004256475],"domain_scores_gemma":[0.9995233,0.00009532509,0.00006474199,0.0001391158,0.00006918721,0.0001083696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001998103,0.00007761162,0.04787148,0.00008869895,0.000004320274,0.000008015923,0.008832923,0.00001409279,0.0003674006,0.9375447,0.00005663805,0.005114111],"study_design_scores_gemma":[0.0003305384,0.000155573,0.7014296,0.0001998248,7.989845e-7,0.00001272973,0.00092131,0.07351905,0.0005121958,0.2225698,0.00007860178,0.0002699721],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788713,0.0001159254,0.0001599998,0.001883332,0.0002096865,0.0002483604,0.000004303495,0.00004524864,0.01846184],"genre_scores_gemma":[0.9988894,0.00001371644,0.0007475202,0.0002542197,0.00002806849,0.00004645824,0.000002086071,0.000007132666,0.00001143134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7149749,"threshold_uncertainty_score":0.6503502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02979160121727666,"score_gpt":0.3261519989310777,"score_spread":0.2963603977138011,"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."}}