{"id":"W4402846030","doi":"10.1111/spsr.12634","title":"From Speech to Feed: How Parliamentary Debates Shape Party Agendas on Social Media","year":2024,"lang":"en","type":"article","venue":"Swiss Political Science Review","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Social media; Political economy; Sociology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004527865,0.0001719591,0.0002859623,0.002184703,0.001899905,0.007204213,0.0004657024,0.0008983322,0.01418861],"category_scores_gemma":[0.01681123,0.0002213482,0.000252638,0.002164954,0.001817359,0.003528587,0.002802071,0.0009363587,0.002190314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001725182,"about_ca_system_score_gemma":0.001013349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002441571,"about_ca_topic_score_gemma":0.003493123,"domain_scores_codex":[0.9945582,0.003765816,0.0001415292,0.0003563027,0.0006311293,0.0005470878],"domain_scores_gemma":[0.9870993,0.009164697,0.001604762,0.0003850976,0.0009420291,0.0008040469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001946309,0.0006108061,0.1758004,0.001421341,0.0002222084,0.00144522,0.3262071,0.002258842,0.01879533,0.17518,0.01468424,0.2814282],"study_design_scores_gemma":[0.0001447282,0.0004649564,0.4713691,0.001188421,0.00020687,0.000415537,0.2567583,0.005491655,0.005745772,0.06314138,0.1949165,0.0001568695],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8257932,0.0007587307,0.00203745,0.002876813,0.00009036496,0.00004856717,0.0002289896,0.00004323231,0.1681227],"genre_scores_gemma":[0.9962195,0.0001887664,0.0002211185,0.00009052143,0.00003070185,0.00001676231,0.00007252219,0.00001771628,0.003142347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01418861,"threshold_uncertainty_score":0.04746568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1185775437685257,"score_gpt":0.4221527716091233,"score_spread":0.3035752278405977,"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."}}