{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002749407,0.00006554664,0.0001556344,0.0001443685,0.0002337669,0.00002257552,0.00007432194,0.0001528223,0.00004079664],"category_scores_gemma":[0.002367486,0.00006864234,0.00001645968,0.000331695,0.0005849332,0.00005101883,0.00002159135,0.0001411291,0.000007706151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002047003,"about_ca_system_score_gemma":0.0003461278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001555911,"about_ca_topic_score_gemma":0.001874172,"domain_scores_codex":[0.9987217,0.000298326,0.0001770988,0.0001653163,0.00009333825,0.0005442211],"domain_scores_gemma":[0.9985292,0.001217571,0.00002333663,0.00005951991,0.0000441707,0.0001262257],"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":[0.00001662701,0.0000356801,0.4828134,0.00001536463,0.00001006358,0.000004224435,0.01241845,1.037242e-7,0.0000359265,0.5006346,0.001004163,0.003011462],"study_design_scores_gemma":[0.0006479904,0.00005563023,0.3583121,0.00004441276,0.0000178897,0.000001780499,0.008623944,0.00003880565,0.00009731553,0.6265638,0.005467824,0.0001284833],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7533976,0.0001053461,0.00006185537,0.02003671,0.0006246334,0.0001390022,0.000003215399,0.00002926084,0.2256024],"genre_scores_gemma":[0.9945803,0.00004486896,0.000103183,0.003867104,0.0001926725,0.00002228074,0.000001602999,0.000003854498,0.001184075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2411828,"threshold_uncertainty_score":0.2834273,"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."}}