{"id":"W7092205811","doi":"10.1145/3715070.3748280","title":"Special Interest Group: Evaluating Research From and About the Global Majority","year":2025,"lang":"","type":"article","venue":"","topic":"Phosphodiesterase function and regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Special Interest Group; Special section; National interest; Term (time); Government (linguistics)","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":[0.001219718,0.0002005462,0.0001694051,0.00003762659,0.0006686868,0.0002724906,0.0002558556,0.0003100937,0.0003961604],"category_scores_gemma":[0.0003567636,0.0001442434,0.00009284381,0.0002944593,0.0005484409,0.000007552573,0.0006963126,0.0003038336,0.00002286082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001073112,"about_ca_system_score_gemma":0.0001965169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004574221,"about_ca_topic_score_gemma":0.002981938,"domain_scores_codex":[0.9978066,0.0005919238,0.0003568618,0.0006190818,0.0002706064,0.0003549012],"domain_scores_gemma":[0.9989665,0.0001114879,0.00006931599,0.0004862421,0.0002754061,0.00009110806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003087669,0.0005183074,0.08128145,0.0001397433,0.0009455136,0.000008254146,0.0004970415,0.00002359479,0.08483667,0.0454401,0.1377545,0.6454672],"study_design_scores_gemma":[0.00277082,0.000690277,0.2712371,0.0002427414,0.0001550297,0.000008911511,0.001969018,0.003029758,0.01888198,0.01484342,0.6857162,0.0004547591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9140596,0.004396935,0.001375768,0.004361625,0.003620093,0.00047754,0.00006814581,0.00001034894,0.07162997],"genre_scores_gemma":[0.9881978,0.0007250303,0.0002130477,0.0007641587,0.004471097,0.00001675467,0.0001248023,0.000007631832,0.005479668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6450124,"threshold_uncertainty_score":0.5882077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08015688007619638,"score_gpt":0.4070133381253238,"score_spread":0.3268564580491274,"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."}}