{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002044834,0.0001500055,0.0003218146,0.0004239406,0.00124003,0.0000238529,0.0006829551,0.00009667902,0.0004254287],"category_scores_gemma":[0.00003923299,0.000168709,0.0001854053,0.0006590334,0.0005449737,0.0004039269,0.000519888,0.0001270759,0.0006091761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006485325,"about_ca_system_score_gemma":0.0001213683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000633282,"about_ca_topic_score_gemma":0.00007087391,"domain_scores_codex":[0.9989839,0.00003174584,0.0002571544,0.0004203929,0.00006379895,0.000242984],"domain_scores_gemma":[0.9990913,0.00008067358,0.0002656347,0.0003872794,0.0001061551,0.00006897601],"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":[0.001808648,0.0007685809,0.006652093,0.000205405,0.002870231,0.1228958,0.0001657818,0.007317592,0.001409408,0.8463813,0.009332033,0.0001931629],"study_design_scores_gemma":[0.001270214,0.00002638167,0.006148921,0.00003830873,0.00007412097,0.0009587314,0.001498002,0.0004105953,0.0006556204,0.001048538,0.9876339,0.0002366161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4985169,0.0002152911,0.0005327477,0.000153513,0.001018409,0.0001132269,0.0002041432,0.00003105506,0.4992148],"genre_scores_gemma":[0.5780264,0.00008806949,0.00005316914,0.00004688618,0.00001675333,1.016123e-7,0.000007848844,0.000002828597,0.421758],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9783019,"threshold_uncertainty_score":0.9537433,"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."}}