{"id":"W3005146891","doi":"10.1093/poq/nfz048","title":"Follow the (ISSUE) Leader? The Leader-Led Nexus Revisited","year":2019,"lang":"en","type":"article","venue":"Public Opinion Quarterly","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Nexus (standard); Generalizability theory; Priming (agriculture); Voting; Context (archaeology); Affect (linguistics); Political science; Test (biology); Social psychology; Positive economics; Psychology; Sociology; Politics; Law; Economics; Computer science; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001470257,0.0001319742,0.0001882132,0.00004484992,0.0006874863,0.0005298308,0.0005003191,0.0001217072,0.0009907467],"category_scores_gemma":[0.0001858401,0.00007509538,0.0001238854,0.0005194738,0.0002056716,0.000429516,0.00001319423,0.0002262671,0.002335908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000802904,"about_ca_system_score_gemma":0.0001410639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004503544,"about_ca_topic_score_gemma":0.00122256,"domain_scores_codex":[0.9974063,0.0008436029,0.0003214365,0.0002418794,0.0005503086,0.0006364682],"domain_scores_gemma":[0.9986814,0.0004294674,0.0001296878,0.0004356303,0.0001577725,0.0001660172],"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":[0.00001491869,0.00007878622,0.01420952,0.00004700147,0.00005550056,4.684091e-7,0.04283668,0.000001663753,0.0001166143,0.8488406,0.06477157,0.02902668],"study_design_scores_gemma":[0.0002912035,0.000226082,0.009987809,0.00002689747,0.000008960263,9.410348e-7,0.01040107,0.0002241569,0.000005095458,0.004803264,0.973861,0.0001634854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2098228,0.001005509,0.0003578299,0.6555993,0.006038424,0.002627048,0.00001430294,0.0003937895,0.124141],"genre_scores_gemma":[0.9887127,0.000004905191,0.000005692754,0.00156279,0.001552592,0.00006455917,0.00001434122,0.00001324731,0.0080692],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9090894,"threshold_uncertainty_score":0.9999225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06097321714158251,"score_gpt":0.3414881944304853,"score_spread":0.2805149772889028,"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."}}