{"id":"W1562643333","doi":"10.65109/lhla5263","title":"Coalitional affinity games","year":2009,"lang":"en","type":"article","venue":"","topic":"Game Theory and Voting Systems","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Core (optical fiber); Stability (learning theory); Mathematical economics; Bounded function; Welfare; Class (philosophy); Social Welfare; Measure (data warehouse); Value (mathematics); Characterization (materials science); Mathematical optimization; Computer science; Mathematics; Economics; Artificial intelligence; Machine learning; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004403891,0.00005689007,0.0001422083,0.00005501017,0.00004749819,0.00003094281,0.00008984967,0.00003857993,0.001814784],"category_scores_gemma":[0.00005811949,0.00006091785,0.0000540149,0.00006819527,0.00001621407,0.00008561521,0.000006822801,0.00005133542,0.00227423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001544904,"about_ca_system_score_gemma":0.000003786904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002347883,"about_ca_topic_score_gemma":0.000001842217,"domain_scores_codex":[0.99946,0.000009463834,0.0002400341,0.0001497528,0.00001334901,0.000127336],"domain_scores_gemma":[0.9997062,0.00003062829,0.0000793071,0.0001358852,0.000009032165,0.00003896521],"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":[0.000003207399,0.00003458291,0.005166662,0.000002084189,0.000004188886,5.973372e-7,0.00005888995,0.00000625143,0.0000151625,0.9921454,0.002342908,0.0002200306],"study_design_scores_gemma":[0.0002800599,0.00007011663,0.09541112,0.00000691741,9.957162e-7,0.000007395453,0.00005035544,0.0003002198,0.0001691361,0.8354315,0.06809507,0.0001770807],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2632439,0.0002473859,0.003946644,0.001306031,0.0002613611,0.00006617413,0.00003442388,0.0001000489,0.7307941],"genre_scores_gemma":[0.9892425,0.000004675284,0.0003447436,0.0008073584,0.0001179858,0.000001906673,0.000005882001,0.000003402913,0.009471537],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7259986,"threshold_uncertainty_score":0.9990977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04101661651427376,"score_gpt":0.2226297255929938,"score_spread":0.18161310907872,"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."}}