{"id":"W4403555232","doi":"10.1057/s41269-024-00358-2","title":"Reconceptualizing “feeling represented”: A new approach to measure how feelings of political representation are constructed","year":2024,"lang":"en","type":"article","venue":"Acta Politica","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Population and Public Health; Norges Forskningsråd","keywords":"Feeling; Comparative politics; Politics; Representation (politics); Measure (data warehouse); Social psychology; Sociology; Epistemology; Psychology; Political science; Philosophy; Law; Computer science; Data mining","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":[],"consensus_categories":[],"category_scores_codex":[0.0003281818,0.0001468289,0.0002737628,0.0001015783,0.000269947,0.0002396595,0.0002723737,0.0001847195,0.0001015975],"category_scores_gemma":[0.002716441,0.0001378465,0.0001553399,0.0007117597,0.0003554726,0.0003127905,0.0000673312,0.0002208107,0.00002757128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002056989,"about_ca_system_score_gemma":0.0004027927,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00964736,"about_ca_topic_score_gemma":0.0002713677,"domain_scores_codex":[0.9978217,0.0002285174,0.000282823,0.0004350387,0.0005603824,0.0006715183],"domain_scores_gemma":[0.9986168,0.0003186399,0.00006770287,0.0002196581,0.0002645953,0.0005126643],"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":[0.00001078815,0.00002662095,0.001530646,0.00004831267,0.00006413315,0.000004724396,0.02341675,0.00000347843,0.001055861,0.9632305,0.008686112,0.001922085],"study_design_scores_gemma":[0.0009221995,0.00008827385,0.01190088,0.001187393,0.0004331032,0.00005243407,0.7953447,0.00233729,0.003046977,0.1009445,0.08227827,0.001463996],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6023716,0.0003578345,0.002003085,0.08029711,0.001519653,0.001068432,0.0001156136,0.0007668061,0.3114999],"genre_scores_gemma":[0.9930778,0.00001390293,0.001782991,0.0003903734,0.0009382088,0.00001301092,0.00002005389,0.0000199003,0.003743719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.862286,"threshold_uncertainty_score":0.9969475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08474994366302897,"score_gpt":0.3462458908976725,"score_spread":0.2614959472346435,"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."}}