{"id":"W4392957219","doi":"10.1177/1536867x241233672","title":"sendemails: An automated email package with multiple applications","year":2024,"lang":"en","type":"article","venue":"The Stata Journal Promoting communications on statistics and Stata","topic":"Names, Identity, and Discrimination Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Computer science; Audit; Audit trail; World Wide Web; Human–computer interaction","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002886861,0.0001380322,0.0001451448,0.0001831719,0.004309521,0.001937018,0.00114861,0.00004337197,0.00009000677],"category_scores_gemma":[0.0006482184,0.000096637,0.00002672814,0.000496891,0.0009295535,0.0004627164,0.0002156432,0.0006629658,0.00003352003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000988155,"about_ca_system_score_gemma":0.0004847874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008582977,"about_ca_topic_score_gemma":0.004962003,"domain_scores_codex":[0.9974329,0.0009843955,0.0003534753,0.0002303208,0.00064413,0.0003547584],"domain_scores_gemma":[0.9963098,0.001882821,0.0001469953,0.000972578,0.0004237528,0.0002641214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004342452,0.0005729066,0.001959086,0.0001766222,0.0001839081,0.00004416984,0.0402815,0.00003298448,0.00007471433,0.8025245,0.02155913,0.132547],"study_design_scores_gemma":[0.001628747,0.0009865495,0.009541198,0.0006500832,0.0004076039,0.000209722,0.08406214,0.2714365,0.00003084146,0.2039333,0.4260475,0.001065837],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0453408,0.01030905,0.8332053,0.05978055,0.000532087,0.00496652,0.008941565,0.002063147,0.03486098],"genre_scores_gemma":[0.964775,0.00556583,0.02797372,0.0001180283,0.0001213382,0.0000793994,0.000267208,0.00003799721,0.001061453],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9194342,"threshold_uncertainty_score":0.9990991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07348863440698308,"score_gpt":0.4315671026476287,"score_spread":0.3580784682406456,"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."}}