{"id":"W4321506066","doi":"10.2139/ssrn.4361565","title":"Donor Activity is Associated with US Legislators’ Attention to Political Issues","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Religion, Society, and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mila - Quebec Artificial Intelligence Institute; Université de Montréal","funders":"","keywords":"Politics; Political science; Public administration; Psychology; Public relations; Law","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":[0.002642016,0.0001370507,0.0001912808,0.0001087594,0.0009264789,0.0001661985,0.0002270793,0.0001310446,0.00003667057],"category_scores_gemma":[0.0001960787,0.0001163756,0.0001240153,0.0007960382,0.000101624,0.0002371275,0.00003407822,0.0007566971,0.000178069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002577537,"about_ca_system_score_gemma":0.002983474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009298154,"about_ca_topic_score_gemma":0.0106993,"domain_scores_codex":[0.9957836,0.0002095193,0.0001781923,0.0002270797,0.0007524511,0.002849218],"domain_scores_gemma":[0.9992666,0.00007583587,0.00009712669,0.0000993484,0.0001786539,0.0002824572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002424176,0.0005267381,0.167937,0.0000149091,0.001745382,0.00005508046,0.156276,0.00002730539,0.0007717505,0.5021104,0.1628061,0.007486946],"study_design_scores_gemma":[0.001615872,0.0008705871,0.386391,0.000133361,0.0001218445,0.0000550719,0.1429482,0.00003397625,0.0003139496,0.4264364,0.0401346,0.00094511],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815682,0.0003805388,0.0004251176,0.01448223,0.0002762822,0.000165429,0.000002483627,0.0001328847,0.002566898],"genre_scores_gemma":[0.9892702,0.004956991,0.00003143114,0.0004220609,0.0004802714,0.000009006721,0.000003021819,0.00001833721,0.00480875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2184539,"threshold_uncertainty_score":0.997299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652071932960947,"score_gpt":0.3115941249474012,"score_spread":0.2950734056177918,"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."}}