{"id":"W6985982568","doi":"","title":"Table of Contents","year":2025,"lang":"en","type":"article","venue":"The Institutional Repository at DePaul University (DePaul University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Illinois at Urbana-Champaign; Butler University; National University of Ireland; Augsburg University; Dartmouth College; Kenyon College; University of Notre Dame; DePaul University; Princeton University; Northern Illinois University; Johns Hopkins University; York University; University of Missouri; Northwestern University; University of Pennsylvania; Carleton College; University of California, Irvine; Georgetown University; Boston College; University of Minnesota; University of Southern California; Yale University; University at Buffalo; Massachusetts Institute of Technology; Creighton University; Harvard University; Brown University","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008571821,0.001001269,0.001176078,0.007240101,0.002034848,0.005626059,0.001625007,0.001133983,0.91443],"category_scores_gemma":[0.00820842,0.0004003656,0.0006782881,0.006006399,0.0004622844,0.002218526,0.002051288,0.00122091,0.8743829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002170338,"about_ca_system_score_gemma":0.00353018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006311906,"about_ca_topic_score_gemma":0.008651852,"domain_scores_codex":[0.9991378,0.00010568,0.00004416757,0.0001415202,0.0004896937,0.00008113315],"domain_scores_gemma":[0.9959001,0.0008011669,0.0001652988,0.000463358,0.002068757,0.0006013817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001077903,0.00002431777,0.0001389244,0.0001070182,0.000002591376,0.0000115731,0.00001400691,0.00005011174,0.00006055166,0.0008817094,0.9701095,0.02858897],"study_design_scores_gemma":[0.000007295374,0.00001066765,0.0004838715,0.000189286,0.000004480542,0.00002538114,0.00004752723,0.00004860223,0.0001010874,0.001099019,0.9979762,0.000006589155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004143181,0.001599774,0.001493425,0.002437683,0.005546511,0.0005932411,0.09137773,0.002596534,0.8939408],"genre_scores_gemma":[0.001892266,0.001828939,0.00127982,0.001705567,0.001532249,0.0004164432,0.0485761,0.00123476,0.9415339],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08556998,"threshold_uncertainty_score":0.1220551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053031809465778,"score_gpt":0.1640504152292382,"score_spread":0.1435200971345804,"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."}}