{"id":"W4410039656","doi":"10.1111/pops.70035","title":"Collective candidacies and mandates in Brazil: Recasting democratic mediation","year":2025,"lang":"en","type":"article","venue":"Political Psychology","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo; York University","keywords":"Mediation; Democracy; Political science; Sociology; Law; Politics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01329402,0.0002636316,0.0004671695,0.001442655,0.005447515,0.004351089,0.0009961264,0.001154752,0.003092108],"category_scores_gemma":[0.02663253,0.0003204183,0.0003859663,0.001992397,0.0114,0.003497615,0.005516872,0.002160946,0.0001297043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008709272,"about_ca_system_score_gemma":0.009362756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03963021,"about_ca_topic_score_gemma":0.08792318,"domain_scores_codex":[0.993693,0.003889986,0.0002205062,0.0006296908,0.0008981955,0.000668807],"domain_scores_gemma":[0.9828945,0.01204445,0.001512582,0.001829784,0.001308833,0.0004098967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007070193,0.00009998499,0.01923617,0.0005344566,0.00004175486,0.000930747,0.2049619,0.0007234446,0.002434382,0.712115,0.002012424,0.056839],"study_design_scores_gemma":[0.0001605346,0.0003452052,0.07287212,0.002312709,0.0002880279,0.0007976518,0.2792009,0.005879301,0.00499812,0.27444,0.3585631,0.0001423768],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6723779,0.004389987,0.008755637,0.01687937,0.0001267027,0.0002341597,0.0001141746,0.00005971663,0.2970623],"genre_scores_gemma":[0.9975925,0.0002798444,0.0007533095,0.0001916328,0.000006640212,0.00003621554,0.000008705831,0.00000442056,0.001126641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03963021,"threshold_uncertainty_score":0.07879907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03198626500426573,"score_gpt":0.4306902705654104,"score_spread":0.3987040055611447,"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."}}