{"id":"W4411613247","doi":"10.1017/psrm.2025.10022","title":"The value of dignity appeals: evidence from a social media experiment","year":2025,"lang":"en","type":"article","venue":"Political Science Research and Methods","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institute for Advanced Research","keywords":"Dignity; Value (mathematics); Social media; Sociology; Economics; Social psychology; Psychology; Positive economics; Political science; Mathematics; Statistics; Law","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":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01673513,0.00007500622,0.0001834406,0.0001037793,0.00303917,0.0001794969,0.0007358296,0.00005415056,0.00001918887],"category_scores_gemma":[0.01313353,0.00005299785,0.00004189558,0.0007417767,0.01279392,0.0002426097,0.000754602,0.000220371,0.000003684188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006788952,"about_ca_system_score_gemma":0.001005203,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02151008,"about_ca_topic_score_gemma":0.0007668074,"domain_scores_codex":[0.9960688,0.001385229,0.0002379685,0.0003450921,0.0007559477,0.001206948],"domain_scores_gemma":[0.9898302,0.00927243,0.00003179997,0.000178156,0.0002880931,0.0003993236],"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":[0.0000181939,0.00004427321,0.001471666,0.000003256847,0.000005208537,3.18149e-7,0.00921204,1.39743e-8,0.02810049,0.9376224,0.0001005911,0.0234216],"study_design_scores_gemma":[0.0001641907,0.00008538806,0.02962694,0.00007836637,0.000009553366,1.062906e-7,0.09204587,0.00005361877,0.2525579,0.6219507,0.003292802,0.0001345342],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9211308,0.004794834,0.0007982776,0.02368402,0.0004957934,0.0005190789,0.00002190611,0.00003138909,0.04852385],"genre_scores_gemma":[0.9900205,0.0004288226,0.00913996,0.00004874068,0.0001110603,0.00005934364,1.578366e-7,0.000002534009,0.000188891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3156716,"threshold_uncertainty_score":0.9982587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3605461873580664,"score_gpt":0.6342577987349004,"score_spread":0.273711611376834,"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."}}