{"id":"W4393323735","doi":"10.1007/978-3-031-56255-6_5","title":"Deliberation and Voting in Approval-Based Multi-winner Elections","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Game Theory and Voting Systems","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Deliberation; Voting; Approval voting; Operations research; Artificial intelligence; Condorcet method; Political science; Mathematics; Law","routes":{"ca_aff":true,"ca_fund":false,"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":[0.008773753,0.0006492166,0.00187731,0.0007701923,0.001927397,0.005017066,0.002335958,0.002818061,0.01195347],"category_scores_gemma":[0.04292526,0.0009437581,0.001446906,0.001282969,0.00305404,0.005815566,0.002392575,0.004141843,0.001250085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001674846,"about_ca_system_score_gemma":0.001624242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002164978,"about_ca_topic_score_gemma":0.002403861,"domain_scores_codex":[0.9896049,0.007180322,0.000352147,0.0008793945,0.0008848041,0.001098403],"domain_scores_gemma":[0.9650954,0.02994405,0.001475657,0.00156464,0.001175208,0.0007450779],"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":[0.0005632963,0.0001407904,0.00135769,0.0001318568,0.00007959671,0.0001611693,0.0005838693,0.06126308,0.0007076353,0.9006976,0.00390556,0.03040796],"study_design_scores_gemma":[0.00006085985,0.00007566717,0.0005479811,0.00001413008,0.00002261969,0.00004133774,0.0001366842,0.1637651,0.0002968087,0.8335266,0.00148768,0.00002445959],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2349823,0.002050599,0.6398661,0.005183587,0.0006008283,0.0002297897,0.0002444515,0.000231739,0.1166105],"genre_scores_gemma":[0.9501781,0.0004101382,0.02095034,0.0001768554,0.0002333016,0.0001604873,0.0001240958,0.00006676035,0.02769987],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01195347,"threshold_uncertainty_score":0.04640061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0323120676631263,"score_gpt":0.2318148815560618,"score_spread":0.1995028138929354,"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."}}